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

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