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A Generalizable Brain-Computer Interface (BCI) Using Machine Learning for Feature Discovery

This work describes a generalized method for classifying motor-related neural signals for a brain-computer interface (BCI), based on a stochastic machine learning method. The method differs from the various feature extraction and selection techniques employed in many other BCI systems. The classifie...

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Détails bibliographiques
Publié dans:PLoS One
Auteurs principaux: Nurse, Ewan S., Karoly, Philippa J., Grayden, David B., Freestone, Dean R.
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4482677/
https://ncbi.nlm.nih.gov/pubmed/26114954
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0131328
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