The comparision.ipynb notebook includes a comparison validation of MEGnet between BrainStorm and MNE, as well as consistency verification between ONNX and Keras.
The bt_features
directory contains topomap and time series data from BrainStorm. The names of the PNG files correspond to the IC numbers, and the .mat
file is the ICA data from BrainStorm. The array within the file is of shape (nComponent x nTime), and the corresponding key is 'Values'
.
The scripts features.py and label_component.py contain the code for feature extraction and classification of ICs in MNE, respectively.