Nuclear Norm Regularized Deep Neural Network for EEG-Based Emotion Recognition

Nuclear Norm Regularized Deep Neural Network for EEG-Based Emotion Recognition

Electroencephalography (EEG) based emotion recognition enables machines to perceive users' affective states, which has attracted increasing attention. However, most of the current emotion recognition methods neglect the structural information among different brain regions, which can lead to the...

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Bibliographic Details
Main Authors: Shuang Liang, Mingbo Yin, Yecheng Huang, Xiubin Dai, Qiong Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Psychology
Subjects:
electroencephalography (EEG)
emotion recognition
affective brain-computer interface (aBCI)
structural information
nuclear norm regularization
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2022.924793/full

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https://www.frontiersin.org/articles/10.3389/fpsyg.2022.924793/full

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