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Statistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2

BACKGROUND: It has been shown that the classical receptive fields of simple and complex cells in the primary visual cortex emerge from the statistical properties of natural images by forcing the cell responses to be maximally sparse or independent. We investigate how to learn features beyond the pri...

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Detalles Bibliográficos
Autores principales: Hyvärinen, Aapo, Gutmann, Michael, Hoyer, Patrik O
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC553984/
https://www.ncbi.nlm.nih.gov/pubmed/15715907
http://dx.doi.org/10.1186/1471-2202-6-12