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A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing

Experimental studies have revealed evidence of both parts-based and holistic representations of objects and faces in the primate visual system. However, it is still a mystery how such seemingly contradictory types of processing can coexist within a single system. Here, we propose a novel theory call...

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Detalles Bibliográficos
Autores principales: Hosoya, Haruo, Hyvärinen, Aapo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549761/
https://www.ncbi.nlm.nih.gov/pubmed/28742816
http://dx.doi.org/10.1371/journal.pcbi.1005667