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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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Dades bibliogràfiques
Publicat a:Comput Intell Neurosci
Autors principals: Qi, Yingji, Ding, Feng, Xu, Fangzhou, Yang, Jimin
Format: Artigo
Idioma:Inglês
Publicat: Hindawi 2020
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Accés en línia: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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