EEG-based emotion recognition using hybrid CNN and LSTM classification

EEG-based emotion recognition using hybrid CNN and LSTM classification

Emotions are a mental state that is accompanied by a distinct physiologic rhythm, as well as physical, behavioral, and mental changes. In the latest days, physiological activity has been used to study emotional reactions. This study describes the electroencephalography (EEG) signals, the brain wave...

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Bibliographic Details
Main Authors:	Bhuvaneshwari Chakravarthi, Sin-Chun Ng, M. R. Ezilarasan, Man-Fai Leung
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-10-01
Series:	Frontiers in Computational Neuroscience
Subjects:	deep learning electroencephalography emotion recognition neural networks machine learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fncom.2022.1019776/full

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