To run PCA on EEG data You need EEGLAB and Joe Dien's PCA Toolbox installed for this to work. You can find Joe's toolkit at: https://sourceforge.net/projects/erppcatoolkit/
krigolson/MATLAB-EEG-pcaToolbox
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