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Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the Brain

For a given cognitive task such as language processing, the location of corresponding functional regions in the brain may vary across subjects relative to anatomy. We present a probabilistic generative model that accounts for such variability as observed in fMRI data. We relate our approach to spars...

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Detalhes bibliográficos
Publicado no:Mach Learn Interpret Neuroimaging (2011)
Main Authors: Chen, George H., Fedorenko, Evelina G., Kanwisher, Nancy G., Golland, Polina
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4457394/
https://ncbi.nlm.nih.gov/pubmed/26052560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-642-34713-9_9
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