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Temporal-frequency-phase feature classification using 3D-convolutional neural networks for motor imagery and movement

Recently, convolutional neural networks (CNNs) have been widely applied in brain-computer interface (BCI) based on electroencephalogram (EEG) signals. Due to the subject-specific nature of EEG signal patterns and the multi-dimensionality of EEG features, it is necessary to employ appropriate feature...

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Detalles Bibliográficos
Autores principales: Fan, Chengcheng, Yang, Banghua, Li, Xiaoou, Zan, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493321/
https://www.ncbi.nlm.nih.gov/pubmed/37700746
http://dx.doi.org/10.3389/fnins.2023.1250991