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36263a4 · Oct 24, 2024

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megnet

Comparison Validation

The comparision.ipynb notebook includes a comparison validation of MEGnet between BrainStorm and MNE, as well as consistency verification between ONNX and Keras.

BrainStorm Features

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'.

Feature Extraction and Classification

The scripts features.py and label_component.py contain the code for feature extraction and classification of ICs in MNE, respectively.