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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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Detalles Bibliográficos
Autores principales: Spoerer, Courtney J., McClure, Patrick, Kriegeskorte, Nikolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5600938/
https://www.ncbi.nlm.nih.gov/pubmed/28955272
http://dx.doi.org/10.3389/fpsyg.2017.01551