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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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| Publicado no: | Comput Math Methods Med |
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| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2016
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| Assuntos: | |
| Acesso em linha: | 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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