Automated Selection of a Channel Subset Based on the Genetic Algorithm in a Motor Imagery Brain-Computer Interface System

Automated Selection of a Channel Subset Based on the Genetic Algorithm in a Motor Imagery Brain-Computer Interface System

Brain-computer interface (BCI) is a system for communication and control between the human brain and computers or other electronic devices. However, multichannel signal acquisition, which is time-consuming, laborious, and not conducive to subsequent real-time signal processing, can cause channel red...

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Bibliographic Details
Main Authors: Hongli Chang, Jimin Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Brain-computer interface
channel selection
genetic algorithm
motor imagery
Stockwell transform
Bayesian linear discriminant analysis
Online Access:https://ieeexplore.ieee.org/document/8854076/

Internet

https://ieeexplore.ieee.org/document/8854076/

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