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Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception

The ventral visual processing hierarchy of the cortex needs to fulfill at least two key functions: perceived objects must be mapped to high-level representations invariantly of the precise viewing conditions, and a generative model must be learned that allows, for instance, to fill in occluded infor...

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Detalles Bibliográficos
Autores principales: Brucklacher, Matthias, Bohté, Sander M., Mejias, Jorge F., Pennartz, Cyriel M. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561268/
https://www.ncbi.nlm.nih.gov/pubmed/37818157
http://dx.doi.org/10.3389/fncom.2023.1207361