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Inference via sparse coding in a hierarchical vision model

Sparse coding has been incorporated in models of the visual cortex for its computational advantages and connection to biology. But how the level of sparsity contributes to performance on visual tasks is not well understood. In this work, sparse coding has been integrated into an existing hierarchica...

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Detalles Bibliográficos
Autores principales: Bowren, Joshua, Sanchez-Giraldo, Luis, Schwartz, Odelia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8883180/
https://www.ncbi.nlm.nih.gov/pubmed/35212744
http://dx.doi.org/10.1167/jov.22.2.19