arXiv: Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

Posted on Jun 13, 2014

We have posted to arXiv the latest results in our comparisons between deep neural networks and monkey high level visual cortex (IT).  The paper presents an improved methodology over the results from ICLR 2013.  Find it here:

Charles F. Cadieu, Ha Hong, Daniel L. K. Yamins, Nicolas Pinto, Diego Ardila, Ethan A. Solomon, Najib J. Majaj, James J. DiCarlo. Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition. arXiv:1406.3284 [q-bio.NC]

Kernel analysis curves of sample and noise matched neural and model representations.

Kernel analysis curves of sample and noise matched neural and model
representations.

Leave a Reply