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Enhanced Multiple Instance Representation Using Time-Frequency Atoms in Motor Imagery Classification

Selection of the time-window mainly affects the effectiveness of piecewise feature extraction procedures. We present an enhanced bag-of-patterns representation that allows capturing the higher-level structures of brain dynamics within a wide window range. So, we introduce augmented instance represen...

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Dades bibliogràfiques
Publicat a:Front Neurosci
Autors principals: Collazos-Huertas, Diego, Caicedo-Acosta, Julian, Castaño-Duque, German A., Acosta-Medina, Carlos D.
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7052488/
https://ncbi.nlm.nih.gov/pubmed/32161520
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00155
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