Independent Components of EEG Activity Correlating with Emotional State

Independent Components of EEG Activity Correlating with Emotional State

Among brain-computer interface studies, electroencephalography (EEG)-based emotion recognition is receiving attention and some studies have performed regression analyses to recognize small-scale emotional changes; however, effective brain regions in emotion regression analyses have not been identifi...

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Bibliographic Details
Main Authors: Yasuhisa Maruyama, Yousuke Ogata, Laura A. Martínez-Tejada, Yasuharu Koike, Natsue Yoshimura
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Brain Sciences
Subjects:
brain-computer interface (BCI)
electroencephalography (EEG)
emotion recognition
independent component analysis (ICA)
regression
Online Access:https://www.mdpi.com/2076-3425/10/10/669

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