dalinzhangzdl / BCI_MI_Wavelet_CNN

Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network

MIT License

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BCI_MI_Wavelet_CNN

reference paper
DataSet BCI Competition III dataSet II
MI task,binary classification
Using wavelet transform to extract time-frequency features of motor imagery EEG signals,and classify it by convolutional neural network

Feature Extraction

wavelet transfrom
time-frequency image
EEG channel selection and combination

Classifiction

CNN
The model build by keras