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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Vydané v:	Biomedical signal processing and control Ročník 96; s. 106635
Hlavní autori:	Gu, Jin, Luo, Xiaoqi, Gong, Xinhao, Su, Chenxu
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.10.2024
Predmet:	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
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