Classification of Motor Imagery EEG Signals with Support Vector Machines and Particle Swarm Optimization

Support vector machines are powerful tools used to solve the small sample and nonlinear classification problems, but their ultimate classification performance depends heavily upon the selection of appropriate kernel and penalty parameters. In this study, we propose using a particle swarm optimizatio...

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Bibliografiske detaljer
Udgivet i:Comput Math Methods Med
Main Authors: Ma, Yuliang, Ding, Xiaohui, She, Qingshan, Luo, Zhizeng, Potter, Thomas, Zhang, Yingchun
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2016
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4904086/
https://ncbi.nlm.nih.gov/pubmed/27313656
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/4941235
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