Investigating the brain network characteristics of multimodal emotion recognition and its classification applications based on functional connectivity patterns

•The differences in multimodal affective cognitive brain networks were further discovered.•Computer algorithms provide a more sufficient theoretical basis for cognitive task decoding.•Model fine-tuning and feature selection enriched the relevant results and inspired future research.•Different angles...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 96; p. 106635
Main Authors:	Gu, Jin, Luo, Xiaoqi, Gong, Xinhao, Su, Chenxu
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2024
Subjects:	Brain signal classification Emotion valence fMRI Functional connectivity Multimodal emotion recognition Functional connectivity fMRI Multimodal emotion recognition Brain signal classification Emotion valence
ISSN:	1746-8094
Online Access:	Get full text
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