A novel EEG decoding method for a facial-expression-based BCI system using the combined convolutional neural network and genetic algorithm

A novel EEG decoding method for a facial-expression-based BCI system using the combined convolutional neural network and genetic algorithm

Multiple types of brain-control systems have been applied in the field of rehabilitation. As an alternative scheme for balancing user fatigue and the classification accuracy of brain–computer interface (BCI) systems, facial-expression-based brain control technologies have been proposed in the form o...

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Bibliographic Details
Main Authors: Rui Li, Di Liu, Zhijun Li, Jinli Liu, Jincao Zhou, Weiping Liu, Bo Liu, Weiping Fu, Ahmad Bala Alhassan
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Neuroscience
Subjects:
brain computer interface
convolutional neural network (CNN)
genetic algorithm
EEG
facial expression
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.988535/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.988535/full

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