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Multi-objective optimization for EEG channel selection and accurate intruder detection in an EEG-based subject identification system

We present a four-objective optimization method for optimal electroencephalographic (EEG) channel selection to provide access to subjects with permission in a system by detecting intruders and identifying the subject. Each instance was represented by four features computed from two sub-bands, extrac...

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Detalles Bibliográficos
Autores principales: Moctezuma, Luis Alfredo, Molinas, Marta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7125093/
https://www.ncbi.nlm.nih.gov/pubmed/32246122
http://dx.doi.org/10.1038/s41598-020-62712-6