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Smoothness without Smoothing: Why Gaussian Naive Bayes Is Not Naive for Multi-Subject Searchlight Studies

Spatial smoothness is helpful when averaging fMRI signals across multiple subjects, as it allows different subjects' corresponding brain areas to be pooled together even if they are slightly misaligned. However, smoothing is usually not applied when performing multivoxel pattern-based analyses...

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Detalles Bibliográficos
Autores principales: Raizada, Rajeev D. S., Lee, Yune-Sang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3724912/
https://www.ncbi.nlm.nih.gov/pubmed/23922740
http://dx.doi.org/10.1371/journal.pone.0069566