Electroencephalogram (EEG) signal is an important information source of underlying brain processes. The communication based on EEG between human brain and computer is a new modality of human-computer interaction. Through time-domain regression method for 2~5 kinds of EEG Denoising pretreatment,AR model coefficient is extracted as feature vector,classifies the mental tasks based on BP network. Comparing the classification results experiments show that this method can achieve good classification results.
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