Deep neural networks rival the representation of primate IT cortex for core visual object recognition.

The primate visual system achieves remarkable visual object recognition performance even in brief presentations, and under changes to object exemplar, geometric transformations, and background variation (a.k.a. core visual object recognition). This remarkable performance is mediated by the represent...

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Bibliographic Details
Main Authors: Charles F Cadieu, Ha Hong, Daniel L K Yamins, Nicolas Pinto, Diego Ardila, Ethan A Solomon, Najib J Majaj, James J DiCarlo
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-12-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4270441?pdf=render