ChiShengChen/EEG-TransNet

EEG-TransNet

Attention-based convolutional neural network with multi-modal temporal information fusion for motor imagery EEG decoding

This is the PyTorch implementation of attention-based convolutional neural network with multi-modal temporal information fusion for MI-EEG decoding.

Requirements

• PyTorch 1.7
• Python 3.7
• mne 0.23

Datasets

• BCI_competition_IV2a
• BCI_competition_IV2b
• High Gamma Dataset