Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network

•An instant-click recording system was designed to obtain momentary affective labels.•An EEG-based spatiotemporal emotional intensity regression network was proposed.•The model uses cross-cortical-region attention to fuse global affective information.•Frontal and temporal regions highly contribute t...

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Veröffentlicht in:	Neural networks 2024-04, Vol.172, p.106080-106080, Article 106080
Hauptverfasser:	Gan, Kaiyu, Li, Ruiding, Zhang, Jianhua, Sun, Zhanquan, Yin, Zhong
Format:	Artikel
Sprache:	eng
Schlagworte:	Affective computing Biomedical signal processing Deep learning electroencephalogram Electroencephalography Emotions - physiology Fear Humans Machine learning Temporal Lobe
Online-Zugang:	Volltext
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