Motor imagery EEG decoding based on weight multi-branch structure suitable for multi-subject data

Environment

• python 3.7
• pytorch 1.8.0
• mne 0.22.0
• braindecode package is directly copied from https://github.com/robintibor/braindecode/tree/master/braindecode for preparing datasets

  Start

• setp 1 Prepare dataset(Only needs to run once)

  python data/data_bciciv2a_tools.py --data_path ~/dataset/BCICIV_2a/gdf -output_path ~/dataset/BCICIV_2a/pkl

• step 2 Train model

  python main.py -data_path ~/dataset/BCICIV_2a/pkl -target_id 1

  Licence

  For academtic and non-commercial usage