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Channel and Feature Selection for a Motor Imagery-Based BCI System Using Multilevel Particle Swarm Optimization

Brain-computer interface (BCI) is a communication and control system linking the human brain and computers or other electronic devices. However, irrelevant channels and misleading features unrelated to tasks limit classification performance. To address these problems, we propose an efficient signal...

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Detalhes bibliográficos
Publicado no:Comput Intell Neurosci
Main Authors: Qi, Yingji, Ding, Feng, Xu, Fangzhou, Yang, Jimin
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7416234/
https://ncbi.nlm.nih.gov/pubmed/32802031
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/8890477
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