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In this paper, a novel method consisting of multivariate empirical mode decomposition (MEMD) and short time Fourier transform (STFT) is proposed to identify left and right imagery hand movements from electroencephalogram (EEG) signals. Experiments are carried out using the publicly available benchmark BCI competition 2003 Graz motor imagery data base of left and right hand movements. The EEG epochs...
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