Cross-subject emotional EEG recognition based on multi-source domain adaptation

During the recognition of emotion based on electroencephalography (EEG) signals, traditional machine learning and deep learning methods cannot establish a general classification and detection model for EEG data due to the differences in EEG signals among subjects.Each subject was treated as an indep...

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Detalles Bibliográficos

Principais autores:	Hanbing GAO, Chi ZHANG, Mingyan JIN, Yang XIAO, Fengyu CONG
Formato:	Artigo
Idioma:	Chinês
Publicado:	POSTS&TELECOM PRESS Co., LTD 2021-03-01
Series:	智能科学与技术学报
Assuntos:	multi-source domain;cross-subject;domain adaptation;neural network;affective brain-computer interface;EEG signal
Acceso en liña:	http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202106
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