Domain adaptation spatial feature perception neural network for cross-subject EEG emotion recognition

Domain adaptation spatial feature perception neural network for cross-subject EEG emotion recognition

Emotion recognition is a critical research topic within affective computing, with potential applications across various domains. Currently, EEG-based emotion recognition, utilizing deep learning frameworks, has been effectively applied and achieved commendable performance. However, existing deep lea...

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Bibliographic Details
Main Authors:	Wei Lu, Xiaobo Zhang, Lingnan Xia, Hua Ma, Tien-Ping Tan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-12-01
Series:	Frontiers in Human Neuroscience
Subjects:	affective computing electroencephalography emotion recognition convolutional neural network graph attention network domain adaptation
Online Access:	https://www.frontiersin.org/articles/10.3389/fnhum.2024.1471634/full
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