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The effect of spatial smoothing on fMRI decoding of columnar-level organization with linear support vector machine

We examined how spatial smoothing affects the result of multivariate classification analysis using the linear support vector machine (SVM) for decoding columnar-level organization. It has been suggested that the effect of spatial smoothing on decoding performance is minor because smoothing operation...

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Detalhes bibliográficos
Main Authors: Misaki, Masaya, Luh, Wen-Ming, Bandettini, Peter A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3563923/
https://ncbi.nlm.nih.gov/pubmed/23174092
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2012.11.004
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