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Motor Imagery EEG Classification Using Capsule Networks†

Various convolutional neural network (CNN)-based approaches have been recently proposed to improve the performance of motor imagery based-brain-computer interfaces (BCIs). However, the classification accuracy of CNNs is compromised when target data are distorted. Specifically for motor imagery elect...

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Detalles Bibliográficos
Autores principales: Ha, Kwon-Woo, Jeong, Jin-Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651225/
https://www.ncbi.nlm.nih.gov/pubmed/31252557
http://dx.doi.org/10.3390/s19132854