Positive and Negative Emotion Classification Based on Multi-channel

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: Chi, A. (Author), Fang, P. (Author), Long, F. (Author), Ng, S.-C (Author), Ni, X. (Author), Wei, B. (Author), Wei, X. (Author), Zeng, W. (Author), Zhao, S. (Author)
Format: Article
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
adult
article
back propagation neural network
clinical article
decision tree
EEG
electroencephalogram
emotion
emotion classification
entropy
female
forehead
human
human experiment
k nearest neighbor
k-nearest neighbor
male
support vector machine
videorecording
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