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Recurrent Convolutional Neural Networks: A Better Model of Biological Object Recognition

Feedforward neural networks provide the dominant model of how the brain performs visual object recognition. However, these networks lack the lateral and feedback connections, and the resulting recurrent neuronal dynamics, of the ventral visual pathway in the human and non-human primate brain. Here w...

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Detalhes bibliográficos
Publicado no:Front Psychol
Main Authors: Spoerer, Courtney J., McClure, Patrick, Kriegeskorte, Nikolaus
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5600938/
https://ncbi.nlm.nih.gov/pubmed/28955272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyg.2017.01551
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