The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN

Brain-computer interface (BCI) is a viable alternative communication strategy for patients of neurological disorders as it facilitates the translation of human intent into device commands. The performance of BCIs primarily depends on the efficacy of the feature extraction and feature selection techn...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PeerJ Comput Sci
Prif Awduron: Rashid, Mamunur, Bari, Bifta Sama, Hasan, Md Jahid, Razman, Mohd Azraai Mohd, Musa, Rabiu Muazu, Ab Nasir, Ahmad Fakhri, P.P. Abdul Majeed, Anwar
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: PeerJ Inc. 2021
Pynciau:
Human-Computer Interaction
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7959631/
https://ncbi.nlm.nih.gov/pubmed/33817022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.374
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