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Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamics

When probed with complex stimuli that extend beyond their classical receptive field, neurons in primary visual cortex display complex and non-linear response characteristics. Sparse coding models reproduce some of the observed contextual effects, but still fail to provide a satisfactory explanation...

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Detalles Bibliográficos
Autores principales: Capparelli, Federica, Pawelzik, Klaus, Ernst, Udo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6793885/
https://www.ncbi.nlm.nih.gov/pubmed/31581240
http://dx.doi.org/10.1371/journal.pcbi.1007370