Neuromorphic Deep Spiking Neural Networks for Seizure Detection

This work uses a Spiking Neural Network for seizure detection.

Please cite: Neuromorphic Deep Spiking Neural Networks for Seizure Detection https://www.techrxiv.org/articles/preprint/Neuromorphic_Deep_Spiking_Neural_Networks_for_Seizure_Detection/20444970

Requirements

• hickle==3.4.3
• scipy==1.4.0
• stft==0.5.2
• pyEDFlib==0.1.17
• matplotlib==2.2.3
• mne==0.11.0
• pandas==0.24.2
• pytorch
• snntorch
• numpy==1.11.0
• scikit_learn==0.23.2

How to run

python3 main.py --dataset[FB, CHBMIT, EpilepsiaSurf_iEEG]