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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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Detalhes bibliográficos
Publicado no:Biomed Eng Lett
Main Authors: Keerthi Krishnan, K., Soman, K. P.
Formato: Artigo
Idioma:Inglês
Publicado em: The Korean Society of Medical and Biological Engineering 2021
Assuntos:
Acesso em linha: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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