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MAMEM/Cross-Frequency-Coupling-Graph-Fourier-Transform-MI-decoding
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The provided code implements an MI decoding exploiting the notions of Cross-Frequency-Coupling (CFC) and Graph Fourier Transform (GFT) as described in "Connectivity steered Graph Fourier Transform for Motor Imagery BCI Decoding" by K Georgiadis, N Laskaris, S Nikolopoulos and I Kompatsiaris published in Journal of Neural Engineering (https://doi.org/10.1088/1741-2552/ab21fd). The SMR_data_examplar.mat contains EEG data (on a trial-level) from a single subject performing "left" and "right" imagery data. The complete description of the dataset is available here: https://www.sciencedirect.com/science/article/pii/S2352340917305930?via%3Dihub
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