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The transmission current is the major part of the total current and the rest minor part is the effective current induced by the charge density waves accompanied by the SLW. Motor imagery (MI) electroencephalography (EEG) classification is regarded as a promising technology for brain--computer interface (BCI) systems, which help people to communicate with the outside world using neural activities. However, decoding human intent accurately is a challenging task because of its small signal-to-noise ratio and non-stationary characteristics
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