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An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information

BACKGROUND: Common spatial pattern (CSP) has been an effective technique for feature extraction in electroencephalography (EEG) based brain computer interfaces (BCIs). However, motor imagery EEG signal feature extraction using CSP generally depends on the selection of the frequency bands to a great...

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Detalles Bibliográficos
Autores principales: Kumar, Shiu, Sharma, Alok, Tsunoda, Tatsuhiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751568/
https://www.ncbi.nlm.nih.gov/pubmed/29297303
http://dx.doi.org/10.1186/s12859-017-1964-6