Positive and Negative Emotion Classification Based on Multi-channel

The EEG features of different emotions were extracted based on multi-channel and forehead channels in this study. The EEG signals of 26 subjects were collected by the emotional video evoked method. The results show that the energy ratio and differential entropy of the frequency band can be used to c...

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Bibliographic Details
Main Authors: Fangfang Long, Shanguang Zhao, Xin Wei, Siew-Cheok Ng, Xiaoli Ni, Aiping Chi, Peng Fang, Weigang Zeng, Bokun Wei
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
EEG
Online Access:https://www.frontiersin.org/articles/10.3389/fnbeh.2021.720451/full