Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

Open Access

Peer-reviewed

Research Article

Sutao Song,

Affiliation State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
⨯
Zhichao Zhan,

Affiliation State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
⨯
Zhiying Long,

Affiliation State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
⨯
Jiacai Zhang ,

* E-mail: jiacai.zhang@bnu.edu.cn

Affiliation School of Information Science and Technology, Beijing Normal University, Beijing, China
⨯
Li Yao

Affiliations State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China, School of Information Science and Technology, Beijing Normal University, Beijing, China
⨯

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Support vector machines
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Functional magnetic resonance imaging
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Principal component analysis
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Kernel functions
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Preprocessing
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Polynomials
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Electroencephalography
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Neuroimaging
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