Improved Deep Feature Learning by Synchronization Measurements for Multi-Channel EEG Emotion Recognition

Emotion recognition based on multichannel electroencephalogram (EEG) signals is a key research area in the field of affective computing. Traditional methods extract EEG features from each channel based on extensive domain knowledge and ignore the spatial characteristics and global synchronization in...

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Bibliographic Details
Main Authors: Hao Chao, Liang Dong, Yongli Liu, Baoyun Lu
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/6816502