An innovative EEG-based emotion recognition using a single channel-specific feature from the brain rhythm code method

An innovative EEG-based emotion recognition using a single channel-specific feature from the brain rhythm code method

IntroductionEfficiently recognizing emotions is a critical pursuit in brain–computer interface (BCI), as it has many applications for intelligent healthcare services. In this work, an innovative approach inspired by the genetic code in bioinformatics, which utilizes brain rhythm code features consis...

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Bibliographic Details
Main Authors: Jia Wen Li, Di Lin, Yan Che, Ju Jian Lv, Rong Jun Chen, Lei Jun Wang, Xian Xian Zeng, Jin Chang Ren, Hui Min Zhao, Xu Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Neuroscience
Subjects:
electroencephalography (EEG)
emotion recognition
brain rhythm
feature selection
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1221512/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1221512/full

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