Abstract:EEG-based BCIs enable a direct path for the human brain to communicate with external devices. The main objective of BCI is to classify brain signals to control some applications of interest. EEG is a paradigm that helps to obtain the brain signals from the different states of the human brain. EEG signal feature extraction is a critical topic in brain signal processing that has attracted great attention nowadays with the emergence of large-scale data. The focus of this paper is to reduce the dimension and redun… Show more
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