Cross-subject emotion EEG signal recognition based on source microstate analysis

Cross-subject emotion EEG signal recognition based on source microstate analysis

Electroencephalogram (EEG) signals are very weak and have low spatial resolution, which has led to less satisfactory accuracy in cross-subject EEG-based emotion classification studies. Microstate analyses of EEG sources can be performed to determine the important spatiotemporal characteristics of EE...

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Bibliographic Details
Main Authors: Lei Zhang, Di Xiao, Xiaojing Guo, Fan Li, Wen Liang, Bangyan Zhou
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Neuroscience
Subjects:
EEG
source microstate
style transfer mapping
cross-subject
emotion recognition
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1288580/full

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