EEG emotion recognition based on parallel separable convolution and label smoothing regularization

EEG emotion recognition based on parallel separable convolution and label smoothing regularization

In recent years, emotion recognition methods based on deep learning and electroencephalogram (EEG) have achieved good results.However, existing methods still have issues such as incomplete extraction of emotional features from EEG and significant impact from artificially mislabeled emotional labels....

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Bibliographic Details
Main Authors: Yong ZHANG, Jikui LIU, Wenlong KE
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2023-05-01
Series:Dianxin kexue
Subjects:
EEG
emotional recognition
label smoothing regularization
attention mechanism
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023112/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023112/

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