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CNN based classification of motor imaginary using variational mode decomposed EEG-spectrum image

A novel approach of preprocessing EEG signals by generating spectrum image for effective Convolutional Neural Network (CNN) based classification for Motor Imaginary (MI) recognition is proposed. The approach involves extracting the Variational Mode Decomposition (VMD) modes of EEG signals, from whic...

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Detalles Bibliográficos
Publicado en:Biomed Eng Lett
Autores principales: Keerthi Krishnan, K., Soman, K. P.
Formato: Artigo
Lenguaje:Inglês
Publicado: The Korean Society of Medical and Biological Engineering 2021
Materias:
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC8316561/
https://ncbi.nlm.nih.gov/pubmed/34350050
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13534-021-00190-z
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