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Hand Motor Imagery Classification Using Effective Connectivity and Hierarchical Machine Learning in EEG Signals

BACKGROUND: Motor Imagery (MI) Brain Computer Interface (BCI) directly links central nervous system to a computer or a device. Most MI-BCI structures rely on features of a single channel of Electroencephalogram (EEG). However, to provide more valuable features, the relationships among EEG channels i...

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Detalles Bibliográficos
Autores principales: Maghsoudi, Arash, Shalbaf, Ahmad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Shiraz University of Medical Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8995751/
https://www.ncbi.nlm.nih.gov/pubmed/35433527
http://dx.doi.org/10.31661/jbpe.v0i0.1264