EEG-Based Emotion Recognition Using a 2D CNN with Different Kernels

EEG-Based Emotion Recognition Using a 2D CNN with Different Kernels

Emotion recognition is receiving significant attention in research on health care and Human-Computer Interaction (HCI). Due to the high correlation with emotion and the capability to affect deceptive external expressions such as voices and faces, Electroencephalogram (EEG) based emotion recognition...

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Bibliographic Details
Main Authors: Yuqi Wang, Lijun Zhang, Pan Xia, Peng Wang, Xianxiang Chen, Lidong Du, Zhen Fang, Mingyan Du
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Bioengineering
Subjects:
emotion recognition
machine learning
convolutional neural network
electroencephalogram
Online Access:https://www.mdpi.com/2306-5354/9/6/231

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