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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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| Publié dans: | Comput Math Methods Med |
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| Auteurs principaux: | , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Hindawi Publishing Corporation
2016
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| Sujets: | |
| Accès en ligne: | 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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