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Domain knowledge-assisted multi-objective evolutionary algorithm for channel selection in brain-computer interface systems

BACKGROUND: For non-invasive brain-computer interface systems (BCIs) with multiple electroencephalogram (EEG) channels, the key factor limiting their convenient application in the real world is how to perform reasonable channel selection while ensuring task accuracy, which can be modeled as a multi-...

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Detalles Bibliográficos
Autores principales: Liu, Tianyu, Ye, An
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10512944/
https://www.ncbi.nlm.nih.gov/pubmed/37746153
http://dx.doi.org/10.3389/fnins.2023.1251968