Transformer
- Developers: Alireza Amirshahi
- Institution: EPFL
- Contact: alireza.amirshahi@epfl.ch
- Source:
- License: CC-BY 4.0 International license.
- Reference paper: https://www.biorxiv.org/content/10.1101/2023.01.24.525308v2
- citation:
Model details
Signal Processing pipeline:
Apply Short-time Fourier transform (STFT) on the raw inputs. Then, feed them to a vision transformer.
Model Description
A vision transformer model with four layers of encoder.
Model Features
The window length is 12 seconds.
Model Channels
17
Model Training
Siena Scalp EEG
Model Imbalance
Repeat the seizure windows by the ratio of the number of seizures over the non-seizure windows.