{"id":114,"date":"2020-08-28T12:08:05","date_gmt":"2020-08-28T12:08:05","guid":{"rendered":"https:\/\/eslweb.epfl.ch\/?page_id=114"},"modified":"2023-06-06T13:23:49","modified_gmt":"2023-06-06T13:23:49","slug":"publications","status":"publish","type":"page","link":"https:\/\/eslweb.epfl.ch\/?page_id=114","title":{"rendered":"Publications"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This is the list of publications that have been published in the Research pages of the ESL website:<\/p>\n\n\n\n<style>\n.eslnews {\n padding: 15px;\n}\n.rowyourboat {\n background-color: #f4f4f4;\n}\n<\/style>\n<table><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/40bcd0e0-f9c6-4b6d-901a-8f69f5d2ac53>Mitigating the Bandwidth Wall via Data-Streaming System-Accelerator Co-Design<\/a><\/td><\/tr><tr><td colspan=3>Liu, Qunyou; Zapater, Marina; Atienza, David<\/td><\/tr><tr><td width=200>2026-08<\/td><td> ACM Transactions on Architecture and Code Optimization <\/td><td align=right><a href=https:\/\/chimp.epfl.ch title='CHIMP' target=_BLANK><img alt='CHIMP' src=https:\/\/eslweb.epfl.ch\/img\/funding\/233.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/chimp>CHIMP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/12080437-8e93-46c4-a15f-b6020057d1ab>3D-ICE 4.0: Accurate and efficient thermal modeling for 2.5D\/3D heterogeneous chiplet systems<\/a><\/td><\/tr><tr><td colspan=3>Zhu, Kai; Huang, Darong; Costero, Luis; Atienza, D<\/td><\/tr><tr><td width=200>2026-04-17<\/td><td>2026 Design, Automation and Test in Europe Conference (DATE)<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/398b9092-3ef0-4407-aaae-07fac37f2a88>FACETs: Fast and Efficient Compilation for Control\u00e2\u0080\u0093Dataflow Mapping on CGRAs<\/a><\/td><\/tr><tr><td colspan=3>Wang, Yuxuan; R&oacute;dr&iacute;guez &Aacute;lvarez, Rub&eacute;n; Tirelli, Cristian; Otoni, Rodrigo; Ansaloni, Giovanni; Pozzi, Laura; Atienza, David<\/td><\/tr><tr><td width=200>2026-04-08<\/td><td>The 22nd International Symposium on Applied Reconfigurable Computing (ARC 2026)<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <a href=https:\/\/www.cerberus-project.eu\/ title='Cerberus' target=_BLANK><img alt='Cerberus' src=https:\/\/eslweb.epfl.ch\/img\/funding\/235.png width=60><\/a> <a href=https:\/\/seams-project.com\/ title='SEAMS' target=_BLANK><img alt='SEAMS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/229.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/12a2af3a-cb52-42f7-be37-c8d410c3a931>Crossing the Layers and Dotting the Details: Systematic Exploration of Near-Memory Computing<\/a><\/td><\/tr><tr><td colspan=3>Kodra, Riselda; Medina Morillas, Rafael; Zapater Sancho, Marina; Atienza, David; Ansaloni, Giovanni<\/td><\/tr><tr><td width=200>2026-04<\/td><td>ISQED'26 The 27th International Symposium on Quality Electronic Design<\/td><td align=right><a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <a href=https:\/\/www.cerberus-project.eu\/ title='Cerberus' target=_BLANK><img alt='Cerberus' src=https:\/\/eslweb.epfl.ch\/img\/funding\/235.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cerberus>Cerberus: accuracy\/run-time\/thermal exploration of analog computing<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/near-memory-computing>Near Memory Computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/709e8456-a738-47ed-bbeb-59870e6f084c>AquaCast: Urban water dynamics forecasting with precipitation-informed multi-input transformer<\/a><\/td><\/tr><tr><td colspan=3>Abdollahinejad, Golnoosh; Baghersalimi, Saleh; Constantinescu, Denisa-Andreea; Shevchik, Sergey; Atienza, D.<\/td><\/tr><tr><td width=200>2026-02<\/td><td> Journal of Hydrology <\/td><td align=right><a href=https:\/\/urbantwin.ch title='UrbanTwin' target=_BLANK><img alt='UrbanTwin' src=https:\/\/eslweb.epfl.ch\/img\/funding\/222.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/urbantwin>UrbanTwin<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/5a812f00-c322-4ff8-a5b4-a890db0bbf93>GreenLLM: SLO-Aware Dynamic Frequency Scaling for Energy-Efficient LLM Serving<\/a><\/td><\/tr><tr><td colspan=3>Liu, Qunyou; Huang, Darong; Zapater, Marina; Atienza, David<\/td><\/tr><tr><td width=200>2026<\/td><td>2026 63rd ACM\/IEEE The Chips to Systems Conference (DAC)<\/td><td align=right><a href=https:\/\/chimp.epfl.ch title='CHIMP' target=_BLANK><img alt='CHIMP' src=https:\/\/eslweb.epfl.ch\/img\/funding\/233.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/heatingbits.epfl.ch title='Heating Bits' target=_BLANK><img alt='Heating Bits' src=https:\/\/eslweb.epfl.ch\/img\/funding\/224.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/chimp>CHIMP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/7957ba37-1721-4400-9f38-57983c7757d3>Increasing the Energy Efficiency of Wearables Using Low-Precision Posit Arithmetic with PHEE<\/a><\/td><\/tr><tr><td colspan=3>Mallas&eacute;n, David; Schiavone, Pasquale Davide; Del Barrio, Alberto A.; Prieto-Matias, Manuel; Atienza, David<\/td><\/tr><tr><td width=200>2026<\/td><td> IEEE Transactions on Circuits and Systems for Artificial Intelligence <\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hardware-accelerators-for-posit-arithmetic\/>Hardware Accelerators for Posit Arithmetic<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/d69df2a7-06fe-4f19-8b44-49b511e6e01f>SigmaQuant: Hardware-Aware Heterogeneous Quantization Method for Edge DNN Inference<\/a><\/td><\/tr><tr><td colspan=3>Liu, Qunyou; Yu, Pengbo; Zapater, Marina; Atienza, David<\/td><\/tr><tr><td width=200>2026<\/td><td> IEEE Transactions on Circuits and Systems for Artificial Intelligence <\/td><td align=right><a href=https:\/\/chimp.epfl.ch title='CHIMP' target=_BLANK><img alt='CHIMP' src=https:\/\/eslweb.epfl.ch\/img\/funding\/233.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/chimp>CHIMP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/94974ff7-b61b-4d7f-aedf-10bbc7b05ccd>SideDRAM: Integrating SoftSIMD Datapaths near DRAM Banks for Energy-Efficient Variable Precision Computation<\/a><\/td><\/tr><tr><td colspan=3>Medina, Rafael; Biswas, Dwaipayan; Levisse, Alexandre S&eacute;bastien Julien; Yu, Pengbo; Zapater Sancho, Marina; Catthoor, Francky; Ansaloni, Giovanni; Atienza, David <\/td><\/tr><tr><td width=200>2025-09-01<\/td><td>ACM Transactions on Embedded Computing Systems (TECS) <\/td><td align=right><a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/simd>Software-defined SIMD<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/near-dram-processors>Near-DRAM processors<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/e07edb85-effb-45de-9319-4a45a6dfb518>A 20-Year Retrospective on Power and Thermal Modeling and Management<\/a><\/td><\/tr><tr><td colspan=3>Atienza, David; Zhu, Kai; Huang, Darong; Costero, Luis<\/td><\/tr><tr><td width=200>2025-08-07<\/td><td> IEEE Design &amp; Test <\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/chimp.epfl.ch title='CHIMP' target=_BLANK><img alt='CHIMP' src=https:\/\/eslweb.epfl.ch\/img\/funding\/233.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/chimp>CHIMP<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/6525c470-b0e2-4bbd-888a-51276776b105\/conferencedetails>Structured pruning for efficient systolic array accelerated cascade Speech-to-Text Translation<\/a><\/td><\/tr><tr><td colspan=3>Rouas, Jean-Luc; Brazier, Charles; Letaifa, Leila; Medina, Rafael; Palacios, Pedro; Atienza, David; Ansaloni, Giovanni<\/td><\/tr><tr><td width=200>2025-08<\/td><td>26th Interspeech Conference 2025<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/systolic-array-accelerators-for-transformers>Systolic Array Accelerators for Transformers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/a6baa399-a8a6-47e9-9067-3874b5dfe966>Towards Accurate RISC-V Full System Simulation via Component-level Calibration<\/a><\/td><\/tr><tr><td colspan=3>Karan Pathak, Joshua Klein, Giovanni Ansaloni, Said Hamdioui, Georgi Gaydadjiev, Marina Zapater, David Atienza<\/td><\/tr><tr><td width=200>2025-06-04<\/td><td> ACM Transactions on Embedded Computing Systems <\/td><td align=right><a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/gem5-x>gem5-X: gem5 made easy<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/gXR5>gXR5: A gem5-based full-system RISC-V simulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/ce83ecfe-ccf8-48d2-88d9-e3675a2793e7>A Reconfigurable High Dynamic Range Delta-Sigma Front End with Event-Based Decimation for Bandwidth-Efficient Implantable Neural Interfaces<\/a><\/td><\/tr><tr><td colspan=3>Martinez, Natalia; Sapriza, Juan; Schiavone, Pasquale Davide; Bashford, Luke; Jackson, Andrew; Ansaloni, Giovanni; Constandinou, Timothy; Atienza, David <\/td><\/tr><tr><td width=200>2025-05-28<\/td><td>2025 IEEE International Symposium on Circuits and Systems<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/308a11b1-45dc-4bdf-ba04-b7ca35a03bad\/conferencedetails>Keep All in Memory with Maxwell: a Near-SRAM Computing Architecture for Edge AI Applications<\/a><\/td><\/tr><tr><td colspan=3>Eggermann, Gr&eacute;goire Axel; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2025-04-25<\/td><td>International Symposium on Quality Electronic Design<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/edge-companions>Edge Companions<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/near-memory-computing>Near Memory Computing<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/f0ef20dd-c630-4863-a861-eacba87311c9>An MLIR-based Compilation Framework for CGRA Application Deployment<\/a><\/td><\/tr><tr><td colspan=3>Wang, Yuxuan; Tirelli, Cristian; Orlandic, Lara; Sapriza, Juan; Rodr&iacute;guez &Aacute;lvarez, Rub&eacute;n; Ansaloni, Giovanni; Pozzi, Laura; Atienza, David<\/td><\/tr><tr><td width=200>2025-04-09<\/td><td>The 21st International Symposium on Applied Reconfigurable Computing<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/0e5a4617-ce06-489e-bdeb-61482b33a7a1>Scalable and RISC-V Programmable Near-Memory Computing Architectures for Edge Nodes<\/a><\/td><\/tr><tr><td colspan=3>Caon, Michele; Chon&eacute;, Cl&eacute;ment Renaud Jean; Schiavone, Pasquale Davide; Levisse, Alexandre S&eacute;bastien Julien; Masera Guido; Martina Maurizio; Atienza Alonso, David <\/td><\/tr><tr><td width=200>2025-04-01<\/td><td>IEEE Transactions on Emerging Topics in Computing<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/near-memory-computing>Near Memory Computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/680ad849-a3b1-4481-b7f7-90fe1138736f>Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems<\/a><\/td><\/tr><tr><td colspan=3>Palacios Almendros, Pedro; Medina Morillas, Rafael; Rouas, Jean-Luc; Ansaloni, Giovanni; Atienza Alonso, David <\/td><\/tr><tr><td width=200>2025<\/td><td>Great Lakes Symposium on VLSI (GLSVLSI) 2025<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/systolic-array-accelerators-for-transformers>Systolic Array Accelerators for Transformers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/18cef045-a0b9-47ec-b377-f4947c3c0540>HEEPstor: an Open-Hardware Co-design Framework for Quantized Machine Learning at the Edge<\/a><\/td><\/tr><tr><td colspan=3>Palacios Almendros, Pedro; Medina Morillas, Rafael; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2025<\/td><td>Computer Frontiers Workshop on Open-Source Hardware<\/td><td align=right><a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/x-heep>X-HEEP: an open-hardware RISC-V system-on-chip<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/systolic-array-accelerators-for-transformers>Systolic Array Accelerators for Transformers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/f5259f1e-3c85-4014-ba1e-1429b61c2f2a>Gem5-AcceSys: Enabling System-Level Exploration of Standard Interconnects for Novel Accelerators<\/a><\/td><\/tr><tr><td colspan=3>Liu, Qunyou; Zapater, Marina; Atienza, David<\/td><\/tr><tr><td width=200>2025<\/td><td>62nd Design automation conference<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/gem5-x>gem5-X: gem5 made easy<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/66f5ef04-10c0-4bf4-a47b-b40d97554972>Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge<\/a><\/td><\/tr><tr><td colspan=3>Albini, Stefano; Orlandic, Lara; Dan, Jonathan; Thevenot, Jerome; Teijeiro, Tomas; Constantinescu, Denisa-Andreea; Atienza, David <\/td><\/tr><tr><td width=200>2025<\/td><td>IEEE Journal of Biomedical and Health Informatics <\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bonsai>Bonsai: cough monitoring device<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/server\/api\/core\/bitstreams\/566cd2af-af9e-4a0b-8b1c-38f8daa2012e\/content>BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables<\/a><\/td><\/tr><tr><td colspan=3>Samakovlis, Dimitrios; Albini, Stefano; Rodr&iacute;guez &Aacute;lvarez, Rub&eacute;n; Constantinescu, Denisa-Andreea; Schiavone, Pasquale Davide; Peon Quiros, Miguel;  Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-10-27<\/td><td>IEEE Design & Test<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedbench>BiomedBench<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/4ce35d95-0a19-47aa-979c-68ada18acfb7>Bank on Compute-near-Memory: Design Space Exploration of Processing-near-Bank Architectures<\/a><\/td><\/tr><tr><td colspan=3>Medina Morillas, Rafael; Chamazcoti, Saeideh Alinezhad; Zapater Sancho, Marina; Ansaloni, Giovanni; Evenblij, Timon; Levisse, Alexandre S&eacute;bastien Julien; Biswas, Dwaipayan; Catthoor, Francky; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-10<\/td><td>International Conference on Hardware\/Software Codesign and System Synthesis (CODES 2024)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/near-dram-processors>Near-DRAM processors<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/ieeexplore.ieee.org\/document\/10693645>ACE: Automated optimization towards iterative Classification in Edge health monitors<\/a><\/td><\/tr><tr><td colspan=3>Yuxuan Wang; Lara Orlandic; Simone Machetti; Giovanni Ansaloni; David Atienza<\/td><\/tr><tr><td width=200>2024-09-25<\/td><td>IntIEEE Transactions on Biomedical Circuits and Systems<\/td><td align=right><a href=https:\/\/data.snf.ch\/grants\/grant\/10002812 title='Edge Companions' target=_BLANK><img alt='Edge Companions' src=https:\/\/eslweb.epfl.ch\/img\/funding\/230.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/incremental>Incremental inference and learning<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/edge-companions>Edge Companions<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/7a6ca1ef-5300-4b0e-a111-dbf1a4f2547b>An Evaluation Framework for Dynamic Thermal Management Strategies in 3D MultiProcessor System-on-Chip Co-Design<\/a><\/td><\/tr><tr><td colspan=3>Huang, Darong; Costero Valero, Luis Maria; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-09-09<\/td><td>IEEE Transactions on Parallel and Distributed Systems<\/td><td align=right><a href=https:\/\/actu.epfl.ch\/news\/swisschips-coming-to-the-defense-of-swiss-chip-des\/ title='SwissChips' target=_BLANK><img alt='SwissChips' src=https:\/\/eslweb.epfl.ch\/img\/funding\/227.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/4be19fc7-83ea-49bf-8e45-b7e9e4c44a84>Cross-layer Exploration of 2.5D Energy-Efficient Heterogeneous Chiplets Integration: From System Simulation to Open Hardware<\/a><\/td><\/tr><tr><td colspan=3>Burdina, Anna; Catel Torres, Gabriel; Schiavone, Davide; Peon-Quiros, Miguel; Ansaloni, Giovanni; Atienza, David; Zapater, Marina<\/td><\/tr><tr><td width=200>2024-08-05<\/td><td>Proceedings of the 29th International Symposium on Low Power Electronics and Design, ISLPED 2024<\/td><td align=right><a href=https:\/\/chimp.epfl.ch title='CHIMP' target=_BLANK><img alt='CHIMP' src=https:\/\/eslweb.epfl.ch\/img\/funding\/233.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/chimp>CHIMP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/5aa5ed13-635f-4b60-8ec4-c23eb89b461f>Which Coupled is Best Coupled? An Exploration of AIMC Tile Interfaces and Load Balancing for CNNs<\/a><\/td><\/tr><tr><td colspan=3>Klein, Joshua Alexander Harrison; Boybat, Irem; Ansaloni, Giovanni; Atienza, David; Marina Zapater Sancho<\/td><\/tr><tr><td width=200>2024-08-01<\/td><td>IEEE Transactions on Parallel and Distributed Systems<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/311192?ln=en>Energy-Efficient Frequency Selection Method for Bio-Signal Acquisition in AI\/ML Wearables<\/a><\/td><\/tr><tr><td colspan=3>Taji, Hossein; Miranda Calero, Jos&eacute; Angel; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-07-04<\/td><td>ISLPED '24: Proceedings of the ACM\/IEEE International Symposium on Low Power Electronics and Design<\/td><td align=right><a href=https:\/\/urbantwin.ch title='UrbanTwin' target=_BLANK><img alt='UrbanTwin' src=https:\/\/eslweb.epfl.ch\/img\/funding\/222.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/urbantwin>UrbanTwin<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/311773?ln=en>Validation of artificial intelligence for epileptic seizure detection: Moving from research into the clinic<\/a><\/td><\/tr><tr><td colspan=3>Dan, Jonathan<\/td><\/tr><tr><td width=200>2024-06-19<\/td><td>Developmental Medicine & Child Neurology<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/311320?ln=en>M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems<\/a><\/td><\/tr><tr><td colspan=3>Baghersalimi, Saleh; Amirshahi, Alireza; Forooghifar, Farnaz; Teijeiro, Tomas; AMIR AMINIFAR; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-05-29<\/td><td>ACM Transactions on Intelligent Systems and Technology<\/td><td align=right><a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/urbantwin>UrbanTwin<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/311201?ln=en>Acoustical Features as Knee Health Biomarkers: A Critical Analysis<\/a><\/td><\/tr><tr><td colspan=3>Kechris, Christodoulos; Thevenot, J&eacute;r&ocirc;me Paul R&eacute;my; Teijeiro, Tomas; Stadelmann, Vincent; Maffiuletti, Nicola; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-05-23<\/td><td>Conference Paper<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/inmodi>Inmodi knee brace<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/311145?ln=en>DBFS: Dynamic Bitwidth-Frequency Scaling for Efficient Software-defined SIMD<\/a><\/td><\/tr><tr><td colspan=3>Yu, Pengbo; Ponzina, Flavio; Levisse, Alexandre S&eacute;bastien Julien; Biswas Dwaipayan; Ansaloni Giovanni; Atienza David; Catthoor Francky<\/td><\/tr><tr><td width=200>2024-05-07<\/td><td>2024 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/simd>Software-defined SIMD<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/310896?ln=en>KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch<\/a><\/td><\/tr><tr><td colspan=3>Kechris, Christodoulos; Dan, Jonathan; Miranda Calero, Jos&eacute; Angel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-05-02<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/wysscenter.ch title='Wyss Center' target=_BLANK><img alt='Wyss Center' src=https:\/\/eslweb.epfl.ch\/img\/funding\/226.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/digipredict>DIGIPREDICT: multi-biosignals processing for cardiovascular conditions<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/310693?ln=en>Resource-Efficient Continual Learning for Personalized Online Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Shahbazinia, Amirhossein; Ponzina, Flavio; Miranda Calero, Jos&eacute; Angel; Dan, Jonathan; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-04-15<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/wysscenter.ch title='Wyss Center' target=_BLANK><img alt='Wyss Center' src=https:\/\/eslweb.epfl.ch\/img\/funding\/226.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/efficient-federated-learning\/>Efficient federated learning<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/311233?ln=en>SAT-based Exact Modulo Scheduling Mapping for Resource-Constrained CGRAs<\/a><\/td><\/tr><tr><td colspan=3>Tirelli, Cristian; Sapriza, Juan; Rodr&iacute;guez &Aacute;lvarez, Rub&eacute;n; Ferretti, Lorenzo; Denkinger, Beno&icirc;t Walter; Ansaloni, Giovanni; Miranda Calero, Jos&eacute; Angel; Atienza Alonso, David; Pozzi, Laura<\/td><\/tr><tr><td width=200>2024-04-08<\/td><td>ACM Journal on Emerging Technologies in Computing Systems<\/td><td align=right><a href=https:\/\/urbantwin.ch title='UrbanTwin' target=_BLANK><img alt='UrbanTwin' src=https:\/\/eslweb.epfl.ch\/img\/funding\/222.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/urbantwin>UrbanTwin<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/310332?ln=en>FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems<\/a><\/td><\/tr><tr><td colspan=3>Amirshahi, Alireza; Dan, Jonathan; Miranda Calero, Jos&eacute; Angel; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-04-04<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=https:\/\/wysscenter.ch title='Wyss Center' target=_BLANK><img alt='Wyss Center' src=https:\/\/eslweb.epfl.ch\/img\/funding\/226.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/309423?ln=en>An Energy Efficient Soft SIMD Microarchitecture and Its Application on Quantized CNNs<\/a><\/td><\/tr><tr><td colspan=3>Yu, Pengbo; Ponzina, Flavio; Levisse, Alexandre S&eacute;bastien Julien; Gupta Mohit\n; Biswas Dwaipayan\n; Ansaloni, Giovanni; Atienza Alonso, David; Catthoor Francky<\/td><\/tr><tr><td width=200>2024-03-05<\/td><td> IEEE Transactions on Very Large Scale Integration Systems<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/simd>Software-defined SIMD<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/307797?ln=en>Is the powersave governor really saving power?<\/a><\/td><\/tr><tr><td colspan=3>Huang, Darong; Costero Valero, Luis Maria; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-02-12<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/memento.epfl.ch\/event\/epfl-huawei-cloud-intelligent-cloud-technologies-i\/ title='EPFL \/ Huawei Cloud' target=_BLANK><img alt='EPFL \/ Huawei Cloud' src=https:\/\/eslweb.epfl.ch\/img\/funding\/225.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/307296?ln=en>CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds<\/a><\/td><\/tr><tr><td colspan=3>Huang, Darong; Costero Valero, Luis Maria; Pahlevan, Ali; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-01-23<\/td><td>IEEE Transactions on Sustainable Computing<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/memento.epfl.ch\/event\/epfl-huawei-cloud-intelligent-cloud-technologies-i\/ title='EPFL \/ Huawei Cloud' target=_BLANK><img alt='EPFL \/ Huawei Cloud' src=https:\/\/eslweb.epfl.ch\/img\/funding\/225.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/307001?ln=en>Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures<\/a><\/td><\/tr><tr><td colspan=3>Amirshahi, Alireza; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2024-01-18<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/systolic-array-accelerators-for-transformers>Systolic Array Accelerators for Transformers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/99dfb9e7-12ca-47ed-a9a3-b86df7ef6263>How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance<\/a><\/td><\/tr><tr><td colspan=3>Lara Orlandic, Jonathan Dan, Jerome Thevenot, Tomas Teijeiro, Alain Sauty, David Atienza<\/td><\/tr><tr><td width=200>2024<\/td><td>arXiv<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bonsai>Bonsai: cough monitoring device<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/coughbenchmarks>Cough Benchmarks<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/308833?ln=en>SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms<\/a><\/td><\/tr><tr><td colspan=3>Dan, Jonathan; Pale, Una; Amirshahi, Alireza; Cappelletti, William; Ingolfsson, Thorir Mar; Wang, Xiaying; Cossettini, Andrea; Bernini, Adriano; Benini, Luca; Beniczky, S&aacute;ndor; Atienza, David; Ryvlin, Philippe<\/td><\/tr><tr><td width=200>2024<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/304445?ln=en>Dynamic Scheduling for Event-Driven Embedded Industrial Applications<\/a><\/td><\/tr><tr><td colspan=3>Taji, Hossein; Miranda Calero, Jos&eacute; Angel; Peon Quiros, Miguel; Bal&aacute;si, Szabolcs; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-10-18<\/td><td>Conference Paper<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/304439?ln=en>REMOTE: Re-thinking Task Mapping on Wireless 2.5D Systems-on-Package for Hotspot Removal<\/a><\/td><\/tr><tr><td colspan=3>Medina Morillas, Rafael; Huang, Darong; Ansaloni, Giovanni; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-10-18<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/wiplash>WiPLASH: In-package Wireless Links<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/304440?ln=en>A 16-bit Floating-Point Near-SRAM Architecture for Low-power Sparse Matrix-Vector Multiplication<\/a><\/td><\/tr><tr><td colspan=3>Eggermann, Gr&eacute;goire Axel; Rios, Marco Antonio; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-10-18<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/near-memory-computing>Near Memory Computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/306493?ln=en>X-HEEP Poster - EcoCloud Event 2023<\/a><\/td><\/tr><tr><td colspan=3>Machetti, Simone; Schiavone, Pasquale Davide; M&uuml;ller, Christoph Thomas; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-10-10<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/x-heep>X-HEEP: an open-hardware RISC-V system-on-chip<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/304477?ln=en>Layer-Wise Learning Framework for Efficient DNN Deployment in Biomedical Wearable Systems<\/a><\/td><\/tr><tr><td colspan=3>Baghersalimi, Saleh; Amirshahi, Alireza; Teijeiro, Tomas; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-10-09<\/td><td>[Proceedings of IEEE BSN 2023]<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/306248?ln=en>Codesign Strategies for  Energy-Efficient Exascale Computing  for SKA Observatory <\/a><\/td><\/tr><tr><td colspan=3>Constantinescu, Denisa-Andreea; Denkinger, Beno&icirc;t Walter; Peon Quiros, Miguel; Kneib, Jean-Paul; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-09-22<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/seams-project.com\/ title='SEAMS' target=_BLANK><img alt='SEAMS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/229.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/skao>Sustainable computing for SKAO <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302600?ln=en>A Multimodal Dataset for Automatic Edge-AI Cough Detection<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; Thevenot, J&eacute;r&ocirc;me Paul R&eacute;my; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-07-24<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/coughviddataset>The COUGHVID crowdsourcing dataset<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/303776?ln=en>Tradeoffs in Low-Power Accelerators Design for Large-Scale Interferometers<\/a><\/td><\/tr><tr><td colspan=3>Constantinescu, Denisa-Andreea; Denkinger, Beno&icirc;t Walter; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-06-28<\/td><td>Conference Paper<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/skao>Sustainable computing for SKAO <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302433?ln=en>Validating Full-System RISC-V Simulator: A Systematic Approach<\/a><\/td><\/tr><tr><td colspan=3>Karan Pathak<\/td><\/tr><tr><td width=200>2023-06-05<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/gXR5>gXR5: A gem5-based full-system RISC-V simulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302437?ln=en>An Error-Based Approximation Sensing Circuit for Event-Triggered Low-Power Wearable Sensors<\/a><\/td><\/tr><tr><td colspan=3>Zanoli, Silvio; Ponzina, Flavio; Teijeiro, Tomas; Levisse, Alexandre S&eacute;bastien Julien; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-05-11<\/td><td>IEEE Journal on Emerging and Selected Topics in Circuits and Systems<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302118?ln=en>An Open-Hardware Coarse-Grained Reconfigurable Array for Edge Computing<\/a><\/td><\/tr><tr><td colspan=3>Rodr&iacute;guez &Aacute;lvarez, Rub&eacute;n; Denkinger, Beno&icirc;t Walter; Sapriza, Juan; Miranda Calero, Jos&eacute; Angel; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-04-25<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/x-heep>X-HEEP: an open-hardware RISC-V system-on-chip<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/301294?ln=en>Acceleration of Control Intensive Applications on Coarse-Grained Reconfigurable Arrays for Embedded Systems<\/a><\/td><\/tr><tr><td colspan=3>Denkinger, Beno&icirc;t Walter; Peon Quiros, Miguel; Konijnenburg, Mario; Atienza Alonso, David; Catthoor, Francky<\/td><\/tr><tr><td width=200>2023-03-17<\/td><td>Transactions on Computers<\/td><td align=right><a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/298067?ln=en>TiC-SAT: Tightly-coupled Systolic Accelerator for Transformers<\/a><\/td><\/tr><tr><td colspan=3>Amirshahi, Alireza; Klein, Joshua Alexander Harrison; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023-01-16<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/systolic-array-accelerators-for-transformers>Systolic Array Accelerators for Transformers<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/heepocrates>HEEPocrates, a tsmc65 implementation of X-HEEP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/298245?ln=en>System-Level Exploration of In-Package Wireless Communication for Multi-Chiplet Platforms<\/a><\/td><\/tr><tr><td colspan=3>Medina Morillas, Rafael; Klein, Joshua Alexander Harrison; Ansaloni, Giovanni; Zapater Sancho, Marina; Abadal, Sergi; Alarc&oacute;n, Eduard; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hpc>Heterogeneous architectures for HPC applications<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/wiplash>WiPLASH: In-package Wireless Links<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/301766?ln=en>EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems<\/a><\/td><\/tr><tr><td colspan=3>Huang, Baichuan; Zanetti, Renato; Abtahi, Arza; Atienza, David; Aminifar, Amir<\/td><\/tr><tr><td width=200>2023<\/td><td>Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2023)<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302127?ln=en>X-HEEP: An Open-Source, Configurable and Extendible RISC-V Microcontroller<\/a><\/td><\/tr><tr><td colspan=3>Schiavone, Pasquale Davide; Machetti, Simone; Peon Quiros, Miguel; Miranda Calero, Jos&eacute; Angel; Denkinger, Beno&icirc;t Walter; M&uuml;ller, Christoph Thomas; Rodr&iacute;guez &Aacute;lvarez, Rub&eacute;n; Nasturzio, Saverio; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/x-heep>X-HEEP: an open-hardware RISC-V system-on-chip<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/299208?ln=en>Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference<\/a><\/td><\/tr><tr><td colspan=3>Rios, Marco; Ponzina, Flavio; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>IEEE Transactions on Emerging Topics in Computing<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/neural-network-quantization-and-pruning\/>Neural Network Quantization and Pruning <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/299748?ln=en>Model-Based ISO 14971 Risk Management of EEG-Based Medical Devices<\/a><\/td><\/tr><tr><td colspan=3>Yakymets, Nataliya; Zanetti, Renato; Ionescu, Mihai Adrian; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/digipredict>DIGIPREDICT: multi-biosignals processing for cardiovascular conditions<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/299208?ln=en>Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference<\/a><\/td><\/tr><tr><td colspan=3>Rios, Marco; Ponzina, Flavio; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>IEEE Transactions on Emerging Topics in Computing<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302178?ln=en>Metamodel for Safety Risk Management of Medical Devices Based on ISO 14971<\/a><\/td><\/tr><tr><td colspan=3>Yakymets, Nataliya; Ionescu, Mihai Adrian; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/digipredict>DIGIPREDICT: multi-biosignals processing for cardiovascular conditions<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302418?ln=en>Importance of methodological choices in data manipulation for validating epileptic seizure detection models<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302599?ln=en>A Multimodal Dataset for Automatic Edge-AI Cough Detection<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; Thevenot, J&eacute;r&ocirc;me Paul R&eacute;my; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/coughviddataset>The COUGHVID crowdsourcing dataset<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/303564?ln=en>Overflow-free compute memories for edge AI acceleration<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Rios, Marco Antonio; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>ACM Transactions on Embedded Computing Systems (TECS)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <a href=https:\/\/inno-access.hk\/home title='ACCESS' target=_BLANK><img alt='ACCESS' src=https:\/\/eslweb.epfl.ch\/img\/funding\/223.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/neural-network-quantization-and-pruning\/>Neural Network Quantization and Pruning <\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/302599?ln=en>A Multimodal Dataset for Automatic Edge-AI Cough Detection<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; Thevenot, J&eacute;r&ocirc;me Paul R&eacute;my; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bonsai>Bonsai: cough monitoring device<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/305451?ln=en>Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems<\/a><\/td><\/tr><tr><td colspan=3>Baghersalimi, Saleh; Teijeiro, Tomas; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2023<\/td><td>IEEE Transactions on Mobile Computing<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/urbantwin>UrbanTwin<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/298771?ln=en>ALPINE: Analog In-Memory Acceleration with Tight Processor Integration for Deep Learning<\/a><\/td><\/tr><tr><td colspan=3>Klein, Joshua Alexander Harrison; Boybat, Irem; Qureshi, Yasir Mahmood; Dazzi, Martino; Levisse, Alexandre S\u00c3\u00a9bastien Julien; Ansaloni, Giovanni; Zapater Sancho, Marina; Sebastian, Abu; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-12-09<\/td><td>IEEE Transactions on Computers (TC)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/300298?ln=en>ExG Signal Feature Selection Using Hyperdimensional Computing Encoding<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; Teijeiro, Tomas; Atienza, David<\/td><\/tr><tr><td width=200>2022-12-08<\/td><td>2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/297985?ln=en>Approximate Zero-Crossing: A new interpretable, highly discriminative and low-complexity feature for EEG and iEEG seizure detection<\/a><\/td><\/tr><tr><td colspan=3>Zanetti, R; Pale, U; Teijeiro, T; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-11-10<\/td><td>Journal of Neural Engineering<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/296771?ln=en>M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities<\/a><\/td><\/tr><tr><td colspan=3>Amirshahi, Alireza; Thomas, Anthony; Aminifar, Amir; Rosing, Tajana; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-09-22<\/td><td>IEEE Journal of Biomedical and Health Informatics (JBHI)<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/296697?ln=en>Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise<\/a><\/td><\/tr><tr><td colspan=3>De Giovanni, Elisabetta; Teijeiro, Tomas; Millet, Gregoire P.; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-09-09<\/td><td>IEEE Transactions on Biomedical Engineering<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/295400?ln=en>Using Algorithmic Transformations and Sensitivity Analysis to Unleash Approximations in CNNs at the Edge<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-07-19<\/td><td>MDPI Micromachines - Special Issue \"Hardware-Friendly Machine Learning and Its Applications\"<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/accelerators-for-machine-learning>Novel in-memory computing accelerators for Machine Learning (ML) on the edge<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/e2cnn>E2CNN: ensembles of CNN<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/heepocrates>HEEPocrates, a tsmc65 implementation of X-HEEP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/294831?ln=en>Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions with Drones<\/a><\/td><\/tr><tr><td colspan=3>Dell'Agnola, Fabio; Jao, Ping-Keng; Arza, Adriana; Chavarriaga, Ricardo; R. Millan, Jose del; Floreano, Dario; Atienza, David<\/td><\/tr><tr><td width=200>2022-06-29<\/td><td>IEEE Journal of Biomedical and Health Informatics<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/heepocrates>HEEPocrates, a tsmc65 implementation of X-HEEP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/300295?ln=en>HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration<\/a><\/td><\/tr><tr><td colspan=3>Simon, William Andrew; Pale, Una; Teijeiro, Tomas; Atienza, David<\/td><\/tr><tr><td width=200>2022-06-09<\/td><td>Proceedings of the 41st IEEE\/ACM International Conference on Computer-Aided Design<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hdtorch>HDTorch: HyperDimensional computing library<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293444?ln=en>Error Resilient In-Memory Computing Architecture for CNN Inference on the Edge<\/a><\/td><\/tr><tr><td colspan=3>Rios, Marco Antonio; Ponzina, Flavio; Ansaloni, Giovanni; Levisse, Alexandre S&eacute;bastien Julien; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-06-07<\/td><td>Proceedings of the Great Lakes Symposium on VLSI 2022 <\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/accelerators-for-machine-learning>Novel in-memory computing accelerators for Machine Learning (ML) on the edge<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/e2cnn>E2CNN: ensembles of CNN<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293293?ln=en>Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; Teijeiro, Tomas; Atienza, David<\/td><\/tr><tr><td width=200>2022-03-31<\/td><td>Frontiers in Neurology<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/290368?ln=en>INCLASS: Incremental Classification Strategy for Self-Aware Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Ferretti, Lorenzo; Ansaloni, Giovanni; Marquis, Renaud; Teijeiro, Tomas; Ryvlin, Philippe; Atienza, David; Pozzi, Laura<\/td><\/tr><tr><td width=200>2022-03-23<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/ec8f3101-836e-4b38-8789-d850bb28b4bd>INCLASS: Incremental Classification Strategy for Self-Aware Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Ferretti, Lorenzo; Ansaloni, Giovanni; Marquis, Renaud; Teijeiro, Tomas; Ryvlin, Philippe; Atienza, David; Pozzi, Laura<\/td><\/tr><tr><td width=200>2022-03-23<\/td><td>Design Automation and Test in Europe Conference (DATE2022)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/incremental>Incremental inference and learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/292573?ln=en>Reinforcement Learning-Based Joint Reliability and Performance Optimization for Hybrid-Cache Computing Servers<\/a><\/td><\/tr><tr><td colspan=3>Huang, Darong; Pahlevan, Ali; Costero, Luis; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022-03-07<\/td><td>IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/291822?ln=en>Personalized seizure signature: An interpretable approach to false alarm reduction for long\u00e2\u20ac\u0090term epileptic seizure detection<\/a><\/td><\/tr><tr><td colspan=3>Sopic, Dionisije; Teijeiro, Tomas; Atienza, David; Aminifar, Amir; Ryvlin, Philippe<\/td><\/tr><tr><td width=200>2022-02-03<\/td><td>Epilepsia<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293259?ln=en>Thermal and Power-Aware Run-Time Performance Management of 3D MPSoCs with Integrated Flow Cell Arrays<\/a><\/td><\/tr><tr><td colspan=3>Najibi, Halima; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293276?ln=en>VWR2A: A Very-Wide-Register Reconfigurable-Array Architecture for Low-Power Embedded Devices<\/a><\/td><\/tr><tr><td colspan=3>Denkinger, Beno\u00c3\u00aet Walter; Peon Quiros, Miguel; Konijnenburg, Mario; Atienza Alonso, David; Catthoor, Francky<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293453?ln=en>Thermal and Voltage-Aware Performance Management of 3D MPSoCs with Flow Cell Arrays and Integrated SC Converters<\/a><\/td><\/tr><tr><td colspan=3>Najibi, Halima; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Zapater Sancho, Marina; Miroslav Vasic; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD))<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293289?ln=en>Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/294540?ln=en>An Accuracy-Driven Compression Methodology to Derive Efficient Codebook-Based CNNs<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/294840?ln=en>Full System Exploration of On-Chip Wireless Communication on Many-Core Architectures<\/a><\/td><\/tr><tr><td colspan=3>Medina Morillas, Rafael; Klein, Joshua Alexander Harrison; Qureshi, Yasir Mahmood; Zapater Sancho, Marina; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hpc>Heterogeneous architectures for HPC applications<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/295432?ln=en>A hardware\/software co-design vision for deep learning at the edge<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Machetti, Simone; Rios, Marco Antonio; Denkinger, Beno&icirc;t Walter; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>IEEE Micro - Special Issue on Artificial Intelligence at the Edge<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/294840?ln=en>Full System Exploration of On-Chip Wireless Communication on Many-Core Architectures<\/a><\/td><\/tr><tr><td colspan=3>Medina Morillas, Rafael; Klein, Joshua Alexander Harrison; Qureshi, Yasir Mahmood; Zapater Sancho, Marina; Ansaloni, Giovanni; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/101016776 title='Fvllmonti' target=_BLANK><img alt='Fvllmonti' src=https:\/\/eslweb.epfl.ch\/img\/funding\/219.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/wiplash>WiPLASH: In-package Wireless Links<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/294540?ln=en>An Accuracy-Driven Compression Methodology to Derive Efficient Codebook-Based CNNs<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/e2cnn>E2CNN: ensembles of CNN<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/295432?ln=en>A hardware\/software co-design vision for deep learning at the edge<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Machetti, Simone; Rios, Marco Antonio; Denkinger, Beno&icirc;t Walter; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>IEEE Micro - Special Issue on Artificial Intelligence at the Edge<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/e2cnn>E2CNN: ensembles of CNN<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/293276?ln=en>VWR2A: A Very-Wide-Register Reconfigurable-Array Architecture for Low-Power Embedded Devices<\/a><\/td><\/tr><tr><td colspan=3>Denkinger, Beno\u00c3\u00aet Walter; Peon Quiros, Miguel; Konijnenburg, Mario; Atienza Alonso, David; Catthoor, Francky<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/295432?ln=en>A hardware\/software co-design vision for deep learning at the edge<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Machetti, Simone; Rios, Marco Antonio; Denkinger, Beno&icirc;t Walter; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>IEEE Micro - Special Issue on Artificial Intelligence at the Edge<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/296702?ln=en>A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; Teijeiro, Tomas; Atienza, David<\/td><\/tr><tr><td width=200>2022<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/www.digipredict.eu\/ title='DIGIPREDICT' target=_BLANK><img alt='DIGIPREDICT' src=https:\/\/eslweb.epfl.ch\/img\/funding\/220.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/coughviddataset>The COUGHVID crowdsourcing dataset<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/265924?ln=en>MAGNETIC: Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers<\/a><\/td><\/tr><tr><td colspan=3>Haghshenas, Kosar; Pahlevan, Ali; Zapater Sancho, Marina; Mohammadi, Siamak; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>IEEE Transactions on Services Computing<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/671668\/fr title='MANGO H2020' target=_BLANK><img alt='MANGO H2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/175.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/295432?ln=en>A hardware\/software co-design vision for deep learning at the edge<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Machetti, Simone; Rios, Marco Antonio; Denkinger, Beno&icirc;t Walter; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Peon Quiros, Miguel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2022<\/td><td>IEEE Micro - Special Issue on Artificial Intelligence at the Edge<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/heepocrates>HEEPocrates, a tsmc65 implementation of X-HEEP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/288642?ln=en>CAFS: Cost-Aware Features Selection Method for Multimodal Stress Monitoring on Wearable Devices<\/a><\/td><\/tr><tr><td colspan=3>Momeni, Niloofar; Arza Valdes, Adriana; Rodrigues, Jo&atilde;o; Sandi, Carmen; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-09-16<\/td><td>IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/288388?ln=en>MBioTracker: Multimodal Self-Aware Bio-Monitoring Wearable System for Online Workload Detection<\/a><\/td><\/tr><tr><td colspan=3>Dell&#39;Agnola, Fabio Isidoro Tiberio; Pale, Una; Marino, Rodrigo; Arza Valdes, Adriana; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-09-08<\/td><td>IEEE Transactions on Biomedical Circuits and Systems<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/287253?ln=en>Personalized Real-Time Federated Learning for Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Baghersalimi, Saleh; Teijeiro, Tomas; Atienza, David; Aminifar, Amir<\/td><\/tr><tr><td width=200>2021-07-09<\/td><td>IEEE Journal of Biomedical and Health Informatics<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/287183?ln=en>A Flexible In-Memory Computing Architecture for Heterogeneously Quantized CNNs<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Rios, Marco Antonio; Ansaloni, Giovanni; Levisse, Alexandre S&eacute;bastien Julien; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-07-07<\/td><td>2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/e2cnn>E2CNN: ensembles of CNN<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/286867?ln=en>The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-06-23<\/td><td>Scientific Data<\/td><td align=right><a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/coughvid\/>Coughvid<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285139?ln=en>Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; Arza Valdes, Adriana; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-06-07<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285913?ln=en>Interpreting deep learning models for epileptic seizure detection on EEG signals<\/a><\/td><\/tr><tr><td colspan=3>Gabeff, Valentin; Teijeiro, Tomas; Zapater, Marina; Cammoun, Leila; Rheims, Sylvain; Ryvlin, Philippe; Atienza, David<\/td><\/tr><tr><td width=200>2021-05-01<\/td><td>Artificial Intelligence in Medicine<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/287715?ln=en>ReBeatICG database<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; Meier, David; M&uuml;ller, Olivier; Valdes, Adriana Arza; Alonso, David Atienza<\/td><\/tr><tr><td width=200>2021-04-28<\/td><td>Dataset<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285104?ln=en>3D-ICE 3.0: efficient  nonlinear MPSoC thermal simulation with pluggable heat sink models<\/a><\/td><\/tr><tr><td colspan=3>Terraneo, Federico; Leva, Alberto; Fornaciari, William; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-04-19<\/td><td>Transactions on Computer-Aided Design of Integrated Circuits and  Systems<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/www.eurolab4hpc.eu\/ title='Eurolab4HPC2' target=_BLANK><img alt='Eurolab4HPC2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/173.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285056?ln=en>SPARE: A Spectral Peak Recovery Algorithm for PPG Signals Pulsewave Reconstruction in Multimodal Wearable Devices<\/a><\/td><\/tr><tr><td colspan=3>Masinelli, Giulio; Dell&#39;Agnola, Fabio Isidoro Tiberio; Arza Valdes, Adriana; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-04-13<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/284973?ln=en>Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices<\/a><\/td><\/tr><tr><td colspan=3>Forooghifar, Farnaz; Aminifar, Amin; Teijeiro, Tomas; Aminifar, Amir; Jeppesen, Jesper; Beniczky, Sandor; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-04-12<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=https:\/\/www.fondationbotnar.org\/ title='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' target=_BLANK><img alt='RESoRT: Reliable Epileptic Seizure Monitoring in Real Time' src=https:\/\/eslweb.epfl.ch\/img\/funding\/215.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fog-edge-cloud-architectures>Federated machine learning over fog\/edge\/cloud architectures<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/283206?ln=en>COCKTAIL: Multi-Core Co-Optimization Framework With Proactive Reliability Management<\/a><\/td><\/tr><tr><td colspan=3>Huang, Darong; Pahlevan, Ali; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-02-05<\/td><td>IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems<\/td><td align=right><a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/281951?ln=en>Running Efficiently CNNs on the Edge Thanks to Hybrid SRAM-RRAM In-Memory Computing<\/a><\/td><\/tr><tr><td colspan=3>Rios, Marco Antonio; Ponzina, Flavio; Ansaloni, Giovanni; Levisse, Alexandre S&eacute;bastien Julien; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021-02-01<\/td><td> DATE 2021 Design, Automation and Test in Europe Conference, Virtual Conference and Exhibition, February 1-5, 2021<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/283405?ln=en>E2CNN: Ensembles of Convolutional Neural Networks to Improve Robustness Against Memory Errors in Edge-Computing Devices<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Peon Quiros, Miguel; Burg, Andreas Peter; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>IEEE - Transactions on Computers<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ml-enabled-iot>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/ai-enabled-iot-devices>ML-enabled IoT devices and embedded AI<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285129?ln=en>Gem5-X : A Many-Core Heterogeneous Simulation Platform for Architectural Exploration and Optimization<\/a><\/td><\/tr><tr><td colspan=3>Qureshi, Yasir Mahmood; Simon, William Andrew; Zapater Sancho, Marina; Olcoz, Katzalin; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>ACM Transactions on Architecture and Code Optimization (TACO) <\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/gem5-x>gem5-X: gem5 made easy<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285289?ln=en>Multi-Agent Reinforcement Learning for Hyperparameter Optimization of Deep Convolutional Neural Networks<\/a><\/td><\/tr><tr><td colspan=3>Iranfar, Arman; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>Journal of IEEE Transactions on Computer-Aided Design<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=https:\/\/research.fb.com\/ title='Unrestricted Research Grant' target=_BLANK><img alt='Unrestricted Research Grant' src=https:\/\/eslweb.epfl.ch\/img\/funding\/216.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/deep-learning-on-high-performance-computing>Power-aware acceleration of Deep Learning (DL) training and inference on High-Performance Computing (HPC) servers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/285953?ln=en>ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals<\/a><\/td><\/tr><tr><td colspan=3>Iranfar, Arman; Arza Valdes, Adriana; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/286849?ln=en>Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices<\/a><\/td><\/tr><tr><td colspan=3>Zanetti, Renato; Arza Valdes, Adriana; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>IEEE Transactions on Biomedical Engineering (TBME)<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/287716?ln=en>ReBeatICG: Real-time Low-Complexity Beat-to-beat Impedance Cardiogram Delineation Algorithm<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; M&uuml;ller, Nathan; Arza Valdes, Adriana; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/287717?ln=en>Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Pale, Una; Teijeiro, Tomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/283405?ln=en>E2CNN: Ensembles of Convolutional Neural Networks to Improve Robustness Against Memory Errors in Edge-Computing Devices<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Peon Quiros, Miguel; Burg, Andreas Peter; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>IEEE - Transactions on Computers<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/e2cnn>E2CNN: ensembles of CNN<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/288427?ln=en>Synthetic realistic noise-corrupted PPG database and noise generator for the evaluation of PPG denoising and delineation algorithms<\/a><\/td><\/tr><tr><td colspan=3>Masinelli, Giulio; Dell&#39;Agnola, Fabio; Vald&eacute;s, Adriana; Atienza, David<\/td><\/tr><tr><td width=200>2021<\/td><td>Dataset<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/ppgdataset>Synthetic realistic noise-corrupted PPG database<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/286319?ln=en>Exact Neural Networks from Inexact Multipliers via Fibonacci Weight Encoding<\/a><\/td><\/tr><tr><td colspan=3>Simon, William Andrew; Rey, Val&eacute;rian; Levisse, Alexandre S&eacute;bastien Julien; Ansaloni, Giovanni; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>2021 58th ACM\/IEEE Design Automation Conference (DAC)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hdtorch>HDTorch: HyperDimensional computing library<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/276490?ln=en>ECOGreen: Electricity Cost Optimization for Green Datacenters in Emerging Power Markets<\/a><\/td><\/tr><tr><td colspan=3>Pahlevan, Ali; Zapater Sancho, Marina; Coskun, Ayse K.; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>IEEE Transactions on Sustainable Computing (T-SUSC)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/deep-learning-on-high-performance-computing>Power-aware acceleration of Deep Learning (DL) training and inference on High-Performance Computing (HPC) servers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/283405?ln=en>E2CNN: Ensembles of Convolutional Neural Networks to Improve Robustness Against Memory Errors in Edge-Computing Devices<\/a><\/td><\/tr><tr><td colspan=3>Ponzina, Flavio; Peon Quiros, Miguel; Burg, Andreas Peter; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2021<\/td><td>IEEE - Transactions on Computers<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/heepocrates>HEEPocrates, a tsmc65 implementation of X-HEEP<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/282280?ln=en>Towards Continuous and Ambulatory Blood Pressure Monitoring: Methods for Efficient Data Acquisition for Pulse Transit Time Estimation<\/a><\/td><\/tr><tr><td colspan=3>Ode, Oludotun; Orlandic, Lara; Inan, Omer T.<\/td><\/tr><tr><td width=200>2020-12-11<\/td><td>Sensors<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/282203?ln=en>EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks<\/a><\/td><\/tr><tr><td colspan=3>Jao, Ping-Keng; Chavarriaga, Ricardo; Dell&apos;Agnola, Fabio; Arza, Adriana; Atienza, David; Millan, Jose del R.<\/td><\/tr><tr><td width=200>2020-12-09<\/td><td>IEEE Transactions on Human-Machine Systems<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/282063?ln=en>EpilepsyGAN: Synthetic Epileptic Brain Activities with Privacy Preservation<\/a><\/td><\/tr><tr><td colspan=3>Pascual Ortiz, Dami&aacute;n; Amirshahi, Alireza; Aminifar, Amir; Atienza, David; Ryvlin, Philippe; Wattenhofer, Roger<\/td><\/tr><tr><td width=200>2020-11-30<\/td><td>IEEE Transactions on Biomedical Engineering<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=http:\/\/www.snf.ch\/en\/funding\/programmes\/sinergia\/Pages\/default.aspx title='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' target=_BLANK><img alt='Personalized Detection of Epileptic Seizure in the Internet of Things (IoT) Era' src=https:\/\/eslweb.epfl.ch\/img\/funding\/181.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/278054?ln=en>Analysis of Functional Errors Produced by Long-Term Workload-Dependent BTI Degradation in Ultra-Low Power Processors<\/a><\/td><\/tr><tr><td colspan=3>Duch, Loris; Pe\u00c3\u00b3n-Quir\u00c3\u00b3s, Miguel; Weckx, Pieter; Levisse, Alexandre S\u00c3\u00a9bastien Julien; Braojos Lopez, Ruben; Catthoor, Francky; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020-06-09<\/td><td>IEEE Transactions on Very Large Scale Integration Systems<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/www.eurolab4hpc.eu\/ title='Eurolab4HPC2' target=_BLANK><img alt='Eurolab4HPC2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/173.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277898?ln=en>Write Termination circuits for RRAM : A Holistic Approach From Technology to Application Considerations<\/a><\/td><\/tr><tr><td colspan=3>Levisse, Alexandre S\u00c3\u00a9bastien Julien; Bocquet, Marc; Rios, Marco Antonio; Alayan, Mouhamad; Moreau, Mathieu; Molas, Gabriel; Vianello, Elisa; Atienza Alonso, David; Portal, Jean-Michel<\/td><\/tr><tr><td width=200>2020-06-05<\/td><td>IEEE Access<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277830?ln=en>Noninvasive detection of focal seizures in ambulatory patients<\/a><\/td><\/tr><tr><td colspan=3>Ryvlin, Philippe; Cammoun, Leila; Hubbard, Ilona; Ravey, France; Beniczky, Sandor; Atienza, David<\/td><\/tr><tr><td width=200>2020-06-02<\/td><td>Epilepsia<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/274119?ln=en>Noise-Resilient and Interpretable Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>Hitchcock Thomas, Anthony; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020-05-17<\/td><td>[2020 IEEE International Symposium on Circuits and Systems (ISCAS). Proceedings]<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277965?ln=en>Containergy-A Container-Based Energy and Performance Profiling Tool for Next Generation Workloads<\/a><\/td><\/tr><tr><td colspan=3>Silva-de-Souza, Wellington; Iranfar, Arman; Braulio, Anderson; Zapater, Marina; Xavier-de-Souza, Samuel; Olcoz, Katzalin; Atienza, David<\/td><\/tr><tr><td width=200>2020-05-01<\/td><td>Energies<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/containergy>Containergy<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/272108?ln=en>An Event-Based System for Low-Power ECG QRS Complex Detection <\/a><\/td><\/tr><tr><td colspan=3><\/td><\/tr><tr><td width=200>2020-03-09<\/td><td>DATE 2020 - Design, Automation & Test In Europe Conference & Exhibition<\/td><td align=right><a href=https:\/\/www.humanbrainproject.eu\/en\/ title='Human Brain Project Specific Grant Agreement \u2013 SGA2' target=_BLANK><img alt='Human Brain Project Specific Grant Agreement \u2013 SGA2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/212.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/275468?ln=en>Self-Aware Machine Learning for Multimodal Workload Monitoring During Manual Labor on Edge Wearable Sensors<\/a><\/td><\/tr><tr><td colspan=3>Masinelli, Giulio; Forooghifar, Farnaz; Arza, Adriana; Aminifar, Amir; Atienza, David<\/td><\/tr><tr><td width=200>2020-02-21<\/td><td>IEEE Design & Test<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/www.schindler.com\/com\/internet\/en\/about-schindler\/schindler-history.html title='Schindler' target=_BLANK><img alt='Schindler' src=https:\/\/eslweb.epfl.ch\/img\/funding\/180.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/275469?ln=en>Cognitive workload monitoring in virtual reality based rescue missions with drones<\/a><\/td><\/tr><tr><td colspan=3>Dell'Agnola, Fabio Isidoro Tiberio; Momeni, Niloofar; Arza Valdes, Adriana; Atienza, David<\/td><\/tr><tr><td width=200>2020-02-21<\/td><td>Conference Paper<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/270463>RRAM-VAC: A Variability-Aware Controller for RRAM-based Memory Architectures<\/a><\/td><\/tr><tr><td colspan=3>Shikhar Tuli, Marco Antonio Rios, Alexandre S\u00c3\u00a9bastien Julien Levisse, David Atienza Alonso<\/td><\/tr><tr><td width=200>2020-01-13<\/td><td>IEEE\/ACM Asia and South Pacific Design Automation Conference ASP-DAC 2020<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/271990?ln=en>Event-Triggered Sensing for High-Quality and Low-Power Cardiovascular Monitoring Systems <\/a><\/td><\/tr><tr><td colspan=3>Surrel, Gr\u00c3\u00a9goire ; Teijeiro, Tomas ; Chevrier, Matthieu ; Aminifar, Amir ; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>IEEE Design & Test<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/www.humanbrainproject.eu\/en\/ title='Human Brain Project Specific Grant Agreement \u2013 SGA2' target=_BLANK><img alt='Human Brain Project Specific Grant Agreement \u2013 SGA2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/212.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277004?ln=en>Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate<\/a><\/td><\/tr><tr><td colspan=3>Zanetti, Renato; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td><\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277806?ln=en>Enabling Optimal Power Generation of Flow Cell Arrays in 3D MPSoCs with On-Chip Switched Capacitor Converters<\/a><\/td><\/tr><tr><td colspan=3>Najibi, Halima; Hunter, Jorge; Levisse, Alexandre S&eacute;bastien Julien; Zapater Sancho, Marina; Vasic, Miroslav; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>IEEE Computer Society Annual Symposium on VLSI, Limassol, Cyprus, July 6-8, 2020<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277807?ln=en>Towards Deeply Scaled 3D MPSoCs with Integrated Flow Cell Array Technology<\/a><\/td><\/tr><tr><td colspan=3>Najibi, Halima; Levisse, Alexandre S\u00c3\u00a9bastien Julien; Zapater Sancho, Marina; Aly, Mohamed Mostafa Sabry; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>ACM Great Lakes Symposium on VLSI (GLSVLSI), Beijing, China, September, 7-9, 2020<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/279066?ln=en>Modular Design and Optimization of Biomedical Applications for Ultra-Low Power Heterogeneous Platforms<\/a><\/td><\/tr><tr><td colspan=3>De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Beno\u00c3\u00aet Walter; Machetti, Simone; Peon Quiros, Miguel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>[Proceedings of CODES+ISSS 2020]<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/279067?ln=en>Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors<\/a><\/td><\/tr><tr><td colspan=3>De Giovanni, Elisabetta; Arza Valdes, Adriana; Peon Quiros, Miguel; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>IEEE Transactions on Emerging Topics in Computing<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/279525?ln=en>A Hybrid Cache HW\/SW Stack for Optimizing Neural Network Runtime, Power and Endurance<\/a><\/td><\/tr><tr><td colspan=3>Simon, William Andrew; Levisse, Alexandre S&eacute;bastien Julien; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>28th IFIP\/IEEE International Conference on Very Large Scale Integration<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/281907?ln=en>Genome Sequence Alignment - Design Space Exploration for Optimal Performance and Energy Architectures<\/a><\/td><\/tr><tr><td colspan=3>Qureshi, Yasir Mahmood; Herruzo, Jose Manuel; Zapater, Marina; Olcoz, Katzalin; Gonzalez Navarro, Sonia; Plata, Oscar; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>IEEE Transactions on Computers<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hpc>Heterogeneous architectures for HPC applications<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/272774?ln=en>Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning<\/a><\/td><\/tr><tr><td colspan=3>Iranfar, Arman; Terraneo, Federico; Csordas, Gabor; Zapater Sancho, Marina; Fornaciari, William; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>[Proceedings Design, Automation and Test in Europe Conference and Exhibition]<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/277004?ln=en>Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate<\/a><\/td><\/tr><tr><td colspan=3>Zanetti, Renato; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td><\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/detection-of-epileptic-seizure>Epilepsy Monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/279067?ln=en>Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors<\/a><\/td><\/tr><tr><td colspan=3>De Giovanni, Elisabetta; Arza Valdes, Adriana; Peon Quiros, Miguel; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>IEEE Transactions on Emerging Topics in Computing<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/278279?ln=en>Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning<\/a><\/td><\/tr><tr><td colspan=3>Costero, Luis; Iranfar, Arman; Zapater Sancho, Marina; D. Igual, Francisco; Olcoz, Katzalin; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>IEEE Transactions on Parallel and Distributed Systems<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/279066?ln=en>Modular Design and Optimization of Biomedical Applications for Ultra-Low Power Heterogeneous Platforms<\/a><\/td><\/tr><tr><td colspan=3>De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Beno\u00c3\u00aet Walter; Machetti, Simone; Peon Quiros, Miguel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2020<\/td><td>[Proceedings of CODES+ISSS 2020]<\/td><td align=right><a href=http:\/\/p3.snf.ch\/Project-182009 title='ML-edge' target=_BLANK><img alt='ML-edge' src=https:\/\/eslweb.epfl.ch\/img\/funding\/177.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/274287>BLADE: An in-Cache Computing Architecture for Edge Devices<\/a><\/td><\/tr><tr><td colspan=3>William Simon, Yasir Qureshi, Marco Rios, Alexandre Levisse, Marina Zapater, David Atienza<\/td><\/tr><tr><td width=200>2020<\/td><td>Transactions on Computers 2020<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/863337 title='WiPLASH' target=_BLANK><img alt='WiPLASH' src=https:\/\/eslweb.epfl.ch\/img\/funding\/178.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/272717>Functionality Enhanced Memories for Edge-AI Embedded Systems<\/a><\/td><\/tr><tr><td colspan=3>Alexandre Levisse; Marco Rios, William Simon; P-E. Gaillardon, David Atienza<\/td><\/tr><tr><td width=200>2019-11-25<\/td><td>Non-Volatile Memory Technology Symposium 2019<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/271861?ln=en>Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud <\/a><\/td><\/tr><tr><td colspan=3>Forooghifar, Farnaz ; Aminifar, Amir ; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2019-11-04<\/td><td>IEEE Transactions on Biomedical Circuits and Systems<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/www.humanbrainproject.eu\/en\/ title='Human Brain Project Specific Grant Agreement \u2013 SGA2' target=_BLANK><img alt='Human Brain Project Specific Grant Agreement \u2013 SGA2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/212.png width=60><\/a> <a href=https:\/\/deephealth-project.eu\/ title='DeepHealth 2020' target=_BLANK><img alt='DeepHealth 2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/172.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fog-edge-cloud-architectures>Federated machine learning over fog\/edge\/cloud architectures<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/management-iot-ai>Resource management from the edge to the cloud, and efficient simulation of Internet-of-Things (IoT) scenarios for Artificial Intelligence (AI) applications <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/274141?ln=en>A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers<\/a><\/td><\/tr><tr><td colspan=3>de Souza, Wellington Silva; Iranfar, Arman; Silva, Anderson; Zapater, Marina; de Souza, Samuel Xavier; Olcoz, Katzalin; Atienza, David<\/td><\/tr><tr><td width=200>2019-10-09<\/td><td>Proceedings of the 2019 IFIP\/IEEE 27th International Conference on Very Large Scale Integration (VLSI-SoC)<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/containergy>Containergy<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/273227?ln=en>REWARD: Design, Optimization, and Evaluation of a Real-Time Relative-Energy Wearable R-Peak Detection Algorithm *<\/a><\/td><\/tr><tr><td colspan=3>Orlandic, Lara; De Giovanni, Elisabetta; Arza, Adriana; Yazdani, Sasan; Vesin, Jean-Marc; Atienza, David<\/td><\/tr><tr><td width=200>2019-10-07<\/td><td>2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/267989>An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication<\/a><\/td><\/tr><tr><td colspan=3>Marco Rios, William Simon, Alexandre Levisse, Marina Zapater, David Atienza<\/td><\/tr><tr><td width=200>2019-10-06<\/td><td>IFIP\/IEEE 27th International Conference on Very Large Scale Integration (VLSI-SoC) 2019<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-27562-4_3>RRAMSpec: A Design Space Exploration Framework for High Density Resistive RAM<\/a><\/td><\/tr><tr><td colspan=3>Deepak M. Mathew, Andr\u00c3\u00a9 Lucas Chinazzo, Christian Weis, Matthias Jung, Bastien Giraud, Pascal Vivet, Alexandre Levisse, Norbert Wehn<\/td><\/tr><tr><td width=200>2019-08-08<\/td><td> International Conference on Embedded Computer Systems  SAMOS 2019: Embedded Computer Systems: Architectures, Modeling, and Simulation<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/269164?ln=en>A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection <\/a><\/td><\/tr><tr><td colspan=3>Forooghifar, Farnaz ; Aminifar, Amir ; Cammoun, Leila ; Atienza Alonso, David ; Wisniewski, Ilona ; Ciumas, Carolina ; Ryvlin, Philippe<\/td><\/tr><tr><td width=200>2019-08-08<\/td><td>Mobile Networks and Applications<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/www.humanbrainproject.eu\/en\/ title='Human Brain Project Specific Grant Agreement \u2013 SGA2' target=_BLANK><img alt='Human Brain Project Specific Grant Agreement \u2013 SGA2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/212.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fog-edge-cloud-architectures>Federated machine learning over fog\/edge\/cloud architectures<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/incremental>Incremental inference and learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/stisrv13.epfl.ch\/img\/ZANOLI_Silvio_Master_Thesis_ESL.pdf>Pattern recognition in non-uniformly sampled electrocardiogram signal for wearable sensors<\/a><\/td><\/tr><tr><td colspan=3>Silvio Zanolli, sup. Tomas Teijeiro, David Atienza<\/td><\/tr><tr><td width=200>2019-07-10<\/td><td>Masters Thesis<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/biomedical-ulp>Health and wellness monitoring <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/265152>A fast, reliable and wide-voltage-range in-memory computing architecture<\/a><\/td><\/tr><tr><td colspan=3>William Simon, Juan Galicia, Alexandre Levisse, Marina Zapater, David Atienza<\/td><\/tr><tr><td width=200>2019-06-02<\/td><td>IEEE\/ACM Design Automation Conference (DAC) 2019<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/264782>BLADE: A BitLine Accelerator for Devices on the Edge<\/a><\/td><\/tr><tr><td colspan=3>W. A. Simon; Y. M. Qureshi; A. Levisse; M. Zapater Sancho; D. Atienza Alonso <\/td><\/tr><tr><td width=200>2019-05-09<\/td><td>ACM Great Lakes Symposium on VLSI (GLSVLSI 2019)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/exploration-of-in-sram-computing-architectures\/>in-SRAM computing<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/264182?ln=en>Gem5-X: A Gem5-Based System Level Simulation Framework to Optimize Many-Core Platforms<\/a><\/td><\/tr><tr><td colspan=3>Qureshi, Yasir Mahmood; Simon, William Andrew; Zapater Sancho, Marina; Olcoz, Katzalin; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2019-04-29<\/td><td>Proceedings of the 27th High Performance Computing Symposium (HPC 2019)<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/gem5-x>gem5-X: gem5 made easy<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/265205>Switching event detection and self-termination programming circuit for energy efficient ReRAM memory arrays<\/a><\/td><\/tr><tr><td colspan=3>Mouhamad Alayan, Eloi Muhr, Alexandre Levisse, Marc Bocquet, Mathieu Moreau, Etienne Nowak, Gabriel Molas, Elisa Vianello, Jean Michel Portal<\/td><\/tr><tr><td width=200>2019-04-02<\/td><td>IEEE Transactions on Circuits and Systems II 2019<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/279998?ln=en>Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices<\/a><\/td><\/tr><tr><td colspan=3>Montesinos, Victoriano; Dell'Agnola, Fabio; Arza, Adriana; Aminifar, Amir; Atienza, David<\/td><\/tr><tr><td width=200>2019-01-01<\/td><td>2019 41St Annual International Conference Of The Ieee Engineering In Medicine And Biology Society (Embc)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/261315?ln=en>Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors <\/a><\/td><\/tr><tr><td colspan=3>Atienza Alonso, David ; Ferretti, Lorenzo ; Ansaloni, Giovanni ; Pozzi, Laura ; Aminifar, Amir ; Cammoun, Leila ; Ryvlin, Philippe<\/td><\/tr><tr><td width=200>2019<\/td><td>Design, Automation & Test in Europe Conference (DATE)<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href=https:\/\/www.humanbrainproject.eu\/en\/ title='Human Brain Project Specific Grant Agreement \u2013 SGA2' target=_BLANK><img alt='Human Brain Project Specific Grant Agreement \u2013 SGA2' src=https:\/\/eslweb.epfl.ch\/img\/funding\/212.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/266029?ln=en>A Design Framework for Thermal-Aware Power Delivery Network in 3D MPSoCs with Integrated Flow Cell Arrays<\/a><\/td><\/tr><tr><td colspan=3>Najibi, Halima; Levisse, Alexandre S\u00c3\u00a9bastien Julien; Zapater Sancho, Marina<\/td><\/tr><tr><td width=200>2019<\/td><td> ACM\/IEEE International Symposium on Low Power Electronics and Design, Lausanne, Switzerland, July 29-31, 2019<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/267853?ln=en>A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers<\/a><\/td><\/tr><tr><td colspan=3>Iranfar, Arman; Silva De Souza, Wellington; Zapater Sancho, Marina; Olcoz, Katzalin; Xavier de Souza, Samuel; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2019<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.recipe-project.eu\/ title='RECIPE' target=_BLANK><img alt='RECIPE' src=https:\/\/eslweb.epfl.ch\/img\/funding\/176.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/255707?ln=en>i-DPs CGRA: An Interleaved-Datapaths Reconfigurable Accelerator for Embedded Bio-signal Processing<\/a><\/td><\/tr><tr><td colspan=3>Duch, Loris G&eacute;rard; Basu, Soumya Subhra; Peon Quiros, Miguel; Ansaloni, Giovanni; Pozzi, Laura; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2019<\/td><td>IEEE Embedded Systems Letters (ESL)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/262758>Resistive Switching Memory Architecture Based on Polarity Controllable Selectors<\/a><\/td><\/tr><tr><td colspan=3>Alexandre Levisse, Pierre-Emmanuel Gaillardon, Bastien Giraud, Ian O'Connor, Jean-Philippe Noel, Mathieu Moreau, Jean-Michel Portal<\/td><\/tr><tr><td width=200>2018-12-21<\/td><td>IEEE Transactions on Nanotechnology 2018<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/rram-for-edge-systems>Analog in Memory Cores <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/254908?ln=en>Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors<\/a><\/td><\/tr><tr><td colspan=3>Surrel, Gr\u00c3\u00a9goire; Aminifar, Amir; Rincon Vallejos, Francisco Javier; Murali, Srinivasan; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018-08<\/td><td>IEEE Transactions on Biomedical Circuits and Systems<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/254908\/files\/IEEE%20Online%20Obstructive%20Sleep%20Apnea%20Detection%20on%20Medical%20Wearable%20Sensors.pdf>Online Obstructive Sleep Apnea Detection on Wearable Devices<\/a><\/td><\/tr><tr><td colspan=3>G. Surrel, A. Aminifar, F. Rincon, S. Murali, D. Atienza<\/td><\/tr><tr><td width=200>2018<\/td><td>IEEE Transactions on Biomedical Circuits and Systems (TBioCAS)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/255097\/files\/ISCAS2018CameraReady.pdf>e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures<\/a><\/td><\/tr><tr><td colspan=3>D. Sopic, A. Aminifar, D. Atienza<\/td><\/tr><tr><td width=200>2018<\/td><td>International Symposium on Circuits and Systems (ISCAS)<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/255619\/files\/DSD2018_FarnazForooghifar_CameraReady.pdf>Self-Aware Wearable Systems in Epileptic Seizure Detection<\/a><\/td><\/tr><tr><td colspan=3>F. Forooghifar, A. Aminifar, and D. Atienza Alonso<\/td><\/tr><tr><td width=200>2018<\/td><td>Euromicro Conference on Digital System Design (DSD)<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/255572?ln=en>Design Optimization of 3D Multi-Processor System-on-Chip with Integrated Flow Cell Arrays<\/a><\/td><\/tr><tr><td colspan=3>Andreev, Artem; Kaplan, Fulya; Zapatero Sancho, Marina; Coskun, Ayse K.; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018<\/td><td><\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/671668\/fr title='MANGO H2020' target=_BLANK><img alt='MANGO H2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/175.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/253695?ln=en>A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs<\/a><\/td><\/tr><tr><td colspan=3>Iranfar, Arman; Simon, William Andrew; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018<\/td><td>Conference Paper<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/671668\/fr title='MANGO H2020' target=_BLANK><img alt='MANGO H2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/175.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/254978?ln=en>Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers<\/a><\/td><\/tr><tr><td colspan=3>Iranfar, Arman; Zapater Sancho, Marina; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018<\/td><td>Journal of IEEE Transactions on Parallel and Distributed Systems (TPDS)<\/td><td align=right><a href=https:\/\/cordis.europa.eu\/project\/id\/671668\/fr title='MANGO H2020' target=_BLANK><img alt='MANGO H2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/175.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/machine-learning-for-hpc-servers-and-data-centers>Multi-objective management and optimization of servers and data centers<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/253694?ln=en>Design of a Two-Phase Gravity-Driven Micro-Scale Thermosyphon Cooling System for High-Performance Computing Data Centers<\/a><\/td><\/tr><tr><td colspan=3>Seuret, Andr&eacute;; Iranfar, Arman; Zapater Sancho, Marina; Thome, John Richard; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018<\/td><td>Conference Paper<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/671668\/fr title='MANGO H2020' target=_BLANK><img alt='MANGO H2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/175.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/novel-cooling-techniques-2d-3d-mpsocs>Thermal-aware design of 2D\/3D MPSoCs <\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/256130?ln=en>Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems<\/a><\/td><\/tr><tr><td colspan=3>Sopic, Dionisije; Aminifar, Amin; Aminifar, Amir; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018<\/td><td>IEEE Transactions on Biomedical Circuits and Systems<\/td><td align=right><a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/multimodal-wellness-monitoring>Multimodal and personalised methods for health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/253677?ln=en>Heterogeneous and Inexact: Maximizing Power Efficiency of Edge Computing Sensors for Health Monitoring Applications<\/a><\/td><\/tr><tr><td colspan=3>Basu, Soumya Subhra; Duch, Loris G&eacute;rard; Peon Quiros, Miguel; Ansaloni, Giovanni; Pozzi, Laura; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2018<\/td><td>2018 Ieee International Symposium On Circuits And Systems (Iscas)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/230381>A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset<\/a><\/td><\/tr><tr><td colspan=3>E. De Giovanni, A. Aminifar, A. Luca, S. Yazdani, J.-M. Vesin and D. Atienza Alonso<\/td><\/tr><tr><td width=200>2017-09-24<\/td><td>Computing in Cardiology, Rennes, France<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <a href= title='R-UNet Deep Neural Networks Optimization Methodologies for IoT Platforms' target=_BLANK><img alt='R-UNet Deep Neural Networks Optimization Methodologies for IoT Platforms' src=https:\/\/eslweb.epfl.ch\/img\/funding\/214.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=>HEAL-WEAR: an Ultra-Low Power Heterogeneous System for Bio-Signal Analysis<\/a><\/td><\/tr><tr><td colspan=3>L. Duch, S. Basu, R. Braojos, G. Ansaloni, L. Pozzi and D. Atienza<\/td><\/tr><tr><td width=200>2017<\/td><td>IEEE Transactions on Circuits and Systems-I (TCAS-I)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=>An Inexact Ultra-low Power Bio-signal Processing Architecture With Lightweight Error Recovery<\/a><\/td><\/tr><tr><td colspan=3>S. Basu, L. Duch, R. Braojos, G. Ansaloni, L. Pozzi and D. Atienza<\/td><\/tr><tr><td width=200>2017<\/td><td>CODES-ISSS, Seoul, South-Korea<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/230328\/>Real-Time Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Devices<\/a><\/td><\/tr><tr><td colspan=3>D. Sopic, A. Aminifar, D. Atienza Alonso<\/td><\/tr><tr><td width=200>2017<\/td><td>IEEE Biomedical Circuits and Systems Conference, Italy<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/230381>A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset<\/a><\/td><\/tr><tr><td colspan=3>E. De Giovanni, A. Aminifar, A. Luca, S. Yazdani, JM. Vesin, D. Atienza Alonso<\/td><\/tr><tr><td width=200>2017<\/td><td>Computing in Cardiology (CinC), France<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/231422>Hierarchical Cardiac-Rhythm Classification Based on Electrocardiogram Morphology<\/a><\/td><\/tr><tr><td colspan=3>D. Sopic, E. De Giovanni, A. Aminifar and D. Atienza Alonso<\/td><\/tr><tr><td width=200>2017<\/td><td>Computing in Cardiology (CinC), France<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/230268\/files\/07967719.pdf?version=1>PowerCool: Simulation of Cooling and Powering of 3D MPSoCs with Integrated Flow Cell Arrays<\/a><\/td><\/tr><tr><td colspan=3>A. A. Andreev, A. Sridhar, M. M. Sabry Aly, M. Zapater and P. Ruch et al.<\/td><\/tr><tr><td width=200>2017<\/td><td>IEEE Transactions on Computers<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/671668\/fr title='MANGO H2020' target=_BLANK><img alt='MANGO H2020' src=https:\/\/eslweb.epfl.ch\/img\/funding\/175.png width=60><\/a> <a href=https:\/\/cordis.europa.eu\/project\/id\/725657 title='COMPUSAPIEN' target=_BLANK><img alt='COMPUSAPIEN' src=https:\/\/eslweb.epfl.ch\/img\/funding\/171.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=>HEAL-WEAR: an Ultra-Low Power Heterogeneous System for Bio-Signal Analysis<\/a><\/td><\/tr><tr><td colspan=3>L. Duch, S. Basu, R. Braojos, G. Ansaloni, L. Pozzi and D. Atienza<\/td><\/tr><tr><td width=200>2017<\/td><td>IEEE Transactions on Circuits and Systems-I (TCAS-I)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=>An Inexact Ultra-low Power Bio-signal Processing Architecture With Lightweight Error Recovery<\/a><\/td><\/tr><tr><td colspan=3>S. Basu, L. Duch, R. Braojos, G. Ansaloni, L. Pozzi and D. Atienza<\/td><\/tr><tr><td width=200>2017<\/td><td>CODES-ISSS, Seoul, South-Korea<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/219021>Ultra-Low Power Estimation of Heart Rate Under Physical Activity Using a Wearable Photoplethysmographic System<\/a><\/td><\/tr><tr><td colspan=3>E. De Giovanni, D. Atienza Alonso, S. Murali and F. J. Rincon Vallejos<\/td><\/tr><tr><td width=200>2016-08-31<\/td><td>19th IEEE\/Euromicro Conference On Digital System Design (DSD 2016)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <a href=https:\/\/haslerstiftung.ch\/download\/myprehealth-predicting-episodic-disorders-with-health-companions\/ title='MyPreHealth' target=_BLANK><img alt='MyPreHealth' src=https:\/\/eslweb.epfl.ch\/img\/funding\/174.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=>A Multi-Core Reconfigurable Architecture for Ultra-Low Power Bio-Signal Analysis<\/a><\/td><\/tr><tr><td colspan=3>L. Duch, S. Basu, R. Braojos, G. Ansaloni, L. Pozzi and D. Atienza<\/td><\/tr><tr><td width=200>2016<\/td><td>BioCAS, Shanghai, China<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/218479>Low-Power Wearable System for Real-Time Screening of Obstructive Sleep Apnea<\/a><\/td><\/tr><tr><td colspan=3>G. Surrel, F. J. Rincon Vallejos, S. Murali and D. Atienza Alonso<\/td><\/tr><tr><td width=200>2016<\/td><td>IEEE Computer Society Annual Symposium on VLSI, USA<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/217931>Touch-Based System for Beat-to-Beat Impedance Cardiogram Acquisition and Hemodynamic Parameters Estimation<\/a><\/td><\/tr><tr><td colspan=3>D. Sopic, S. Murali, F. J. Rincon Vallejos, D. Atienza Alonso<\/td><\/tr><tr><td width=200>2016<\/td><td>Design Automation and Test in Europe Conference (DATE), Germany<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/215306\/files\/07459272.pdf?version=1>Towards Near-Threshold Server Processors<\/a><\/td><\/tr><tr><td colspan=3>A. Pahlevan, J. Picorel Obando, A. Pourhabibi Zarandi, D. Rossi and M. Zapater Sancho et al.<\/td><\/tr><tr><td width=200>2016<\/td><td>Design, Automation and Test in Europe Conference (DATE), Dresden, Germany<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/hpc>Heterogeneous architectures for HPC applications<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=>A Multi-Core Reconfigurable Architecture for Ultra-Low Power Bio-Signal Analysis<\/a><\/td><\/tr><tr><td colspan=3>L. Duch, S. Basu, R. Braojos, G. Ansaloni, L. Pozzi and D. Atienza<\/td><\/tr><tr><td width=200>2016<\/td><td>BioCAS, Shanghai, China<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/cgra>Coarse-Grained Reconfigurable Arrays<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/213467>A wearable device for physical and emotional health monitoring<\/a><\/td><\/tr><tr><td colspan=3>S. Murali, F. Rincon, D. Atienza<\/td><\/tr><tr><td width=200>2015<\/td><td>Computing in Cardiology Conference (CinC)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>Energy-aware design of multi-modal wearable sensors for personalized health and wellness monitoring<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/bio-signals>Sparse sampling of bio-signals<\/a><\/td><\/tr><\/table><\/td><\/tr><table border=0><tr><td width=200><\/td><td><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/200458\/files\/ICCAD2014-07B_1.PDF?version=1>PowerCool: Simulation of Integrated Microfluidic Power Generation in Bright Silicon MPSoCs<\/a><\/td><\/tr><tr><td colspan=3>A. Sridhar, M. M. Sabry, P. Ruch, D. Atienza Alonso and B. Michel<\/td><\/tr><tr><td width=200>2014<\/td><td>IEEE\/ACM 2014 International Conference on Computer Aided-Design (ICCAD)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/191176\/files\/DATE2014-06.1_2.PDF?version=1>Integrated Microfluidic Power Generation and Cooling for Bright Silicon MPSoCs<\/a><\/td><\/tr><tr><td colspan=3>M. M. S. Aly, A. Sridhar, D. Atienza Alonso, P. Ruch and B. Michel<\/td><\/tr><tr><td width=200>2014<\/td><td>IEEE\/ACM 2014 Design Automation and Test in Europe (DATE) Conference, Dresden, Germany<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/fuel-cell-arrays>Fuel Cell Arrays: liquid cooling and power delivery<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/186785?ln=en>3D-ICE: a Compact Thermal Model for Early-Stage Design of Liquid-Cooled ICs<\/a><\/td><\/tr><tr><td colspan=3>Sridhar, Arvind; Vincenzi, Alessandro; Atienza Alonso, David; Brunschwiler, Thomas<\/td><\/tr><tr><td width=200>2014<\/td><td>IEEE Transactions on Computers<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/199298?ln=en>STEAM: a fast compact thermal model for two-phase cooling of integrated circuits<\/a><\/td><\/tr><tr><td colspan=3>Sridhar, Arvind; Madhour, Yassir; Atienza, David; Brunschwiler, Thomas; Thome, John<\/td><\/tr><tr><td width=200>2013<\/td><td>Proceedings of the 32nd International Conference On Computer-Aided Design (ICCAD)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/>STEAM<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/186491?ln=en>GreenCool: An Energy-Efficient Liquid Cooling Design Technique for 3-D MPSoCs Via Channel Width Modulation<\/a><\/td><\/tr><tr><td colspan=3>Sabry, Mohamed M.; Sridhar, Arvind; Meng, Jie; Coskun, Ayse K.; Atienza, David<\/td><\/tr><tr><td width=200>2013<\/td><td>Ieee Transactions On Computer-Aided Design Of Integrated Circuits And Systems<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/177839>Automated real-time atrial fibrillation detection on a wearable wireless sensor platform<\/a><\/td><\/tr><tr><td colspan=3>F. Rinc\u00c3\u00b3n, P.R. Grassi, N. Khaled, D. Atienza, D. Sciuto<\/td><\/tr><tr><td width=200>2012<\/td><td>IEEE Engineering in Medicine and Biology Society Conference (EMBC)<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/energy-efficient-embedded-machine-learning>Energy-efficient embedded machine learning<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/175788?ln=en>Accelerating Thermal Simulations of 3D ICs with Liquid Cooling using Neural Networks<\/a><\/td><\/tr><tr><td colspan=3>Vincenzi, Alessandro; Sridhar, Arvind; Ruggiero, Martino; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2012<\/td><td>Proceedings of the 22nd edition of Great lakes symposium on VLSI (GLSVLSI2012)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/175787?ln=en>Fast and Scalable Temperature-driven Floorplan Design in 3D MPSoCs<\/a><\/td><\/tr><tr><td colspan=3>Arnaldo, Ignacio; Vincenzi, Alessandro; Rodrigo, Ayala; Luis, Jos&eacute;; Risco, Jos&eacute; L.; Hidalgo, J. Ignacio; Ruggiero, Martino; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2012<\/td><td>Proceedings of the 13th IEEE Latin American Test Workshop (LATW2012)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/174866?ln=en>EigenMaps: Algorithms for Optimal Thermal Maps Extraction and Sensor Placement on Multicore Processors<\/a><\/td><\/tr><tr><td colspan=3>Ranieri, Juri; Vincenzi, Alessandro; Chebira, Amina; Atienza Alonso, David; Vetterli, Martin<\/td><\/tr><tr><td width=200>2012<\/td><td>Proceedings of the 49th Design Automation Conference, DAC 2012<\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/173478?ln=en>Thermal Balancing of Liquid-Cooled 3D-MPSoCs Using Channel Modulation<\/a><\/td><\/tr><tr><td colspan=3>Sabry, Mohamed M.; Sridhar, Arvind; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2012<\/td><td>Proceedings of the IEEE\/ACM 2012 Design Automation and Test in Europe conference (DATE)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/169825?ln=en>Neural Network-Based Thermal Simulation of Integrated Circuits on GPUs<\/a><\/td><\/tr><tr><td colspan=3>Sridhar, Arvind; Vincenzi, Alessandro; Ruggiero, Martino; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2012<\/td><td>IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/169822?ln=en>System-Level Thermal-Aware Design of 3D Multiprocessors with Inter-Tier Liquid Cooling<\/a><\/td><\/tr><tr><td colspan=3>Sridhar, Arvind; Sabry, Mohamed M.; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2011<\/td><td>Proceedings of Therminic 2011<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/165526?ln=en>Fast Thermal Simulation of 2D\/3D Integrated Circuits Exploiting Neural Networks and GPUs<\/a><\/td><\/tr><tr><td colspan=3>Vincenzi, Alessandro; Sridhar, Arvind; Ruggiero, Martino; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2011<\/td><td>Proceedigns of the IEEE International Symposium on Low Power Electronics and Design (ISLPED 2011)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/163373?ln=en>Towards Thermally-Aware Design of 3D MPSoCs with Inter-Tier Cooling<\/a><\/td><\/tr><tr><td colspan=3>Sabry, Mohamed; Sridhar, Arvind; Atienza Alonso, David; Temiz, Yuksel; Leblebici, Yusuf; Szczukiewicz, Sylwia; Borhani, Navid; Thome, John Richard; Brunschwiler, Thomas; Michel, Bruno<\/td><\/tr><tr><td width=200>2011<\/td><td>Proceedings of Design, Automation and Test in Europe (DATE)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/149792?ln=en>Compact transient thermal model for 3D ICs with liquid cooling via enhanced heat transfer cavity geometries<\/a><\/td><\/tr><tr><td colspan=3>Sridhar, Arvind; Vincenzi, Alessandro; Ruggiero, Martino; Brunschwiler, Thomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2010<\/td><td>Proceedings of the 16th International Workshop on Thermal Investigations of ICs and Systems (THERMINIC'10)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/record\/149790?ln=en>3D-ICE: Fast compact transient thermal modeling for 3D-ICs with inter-tier liquid cooling<\/a><\/td><\/tr><tr><td colspan=3>Sridhar, Arvind; Vincenzi, Alessandro; Ruggiero, Martino; Brunschwiler, Thomas; Atienza Alonso, David<\/td><\/tr><tr><td width=200>2010<\/td><td>Proceedings of the 2010 International Conference on Computer-Aided Design (ICCAD 2010)<\/td><td align=right><a href=http:\/\/www.nanotera.ch\/projects\/339.php title='Nano-Tera' target=_BLANK><img alt='Nano-Tera' src=https:\/\/eslweb.epfl.ch\/img\/funding\/204.png width=60><\/a> <\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/3d-ice>3D-ICE: 3D Interlayer Cooling Emulator<\/a><\/td><\/tr><\/table><\/td><\/tr><tr style='margin-top:40px;' class='eslnews'><td><table><tr><td>&nbsp;<\/td><\/tr><tr><td colspan=5><a style='font-size:18px;' href=https:\/\/infoscience.epfl.ch\/entities\/publication\/https:\/\/infoscience.epfl.ch\/server\/api\/core\/bitstreams\/3b9166ed-c1f8-48e2-8d83-98594879394a\/content><\/a><\/td><\/tr><tr><td colspan=3><\/td><\/tr><tr><td width=200><\/td><td><\/td><td align=right><\/td><\/tr><tr><td>Related Projects:<\/td><td colspan=4><a href=https:\/\/esl.epfl.ch\/urbantwin>UrbanTwin<\/a><\/td><\/tr><\/table><\/td><\/tr><\/table>Total: 207\n","protected":false},"excerpt":{"rendered":"<p>This is the list of publications that have been published in the Research pages of the ESL website:<\/p>\n","protected":false},"author":7,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-114","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=\/wp\/v2\/pages\/114","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=114"}],"version-history":[{"count":5,"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=\/wp\/v2\/pages\/114\/revisions"}],"predecessor-version":[{"id":150,"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=\/wp\/v2\/pages\/114\/revisions\/150"}],"wp:attachment":[{"href":"https:\/\/eslweb.epfl.ch\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=114"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}