Oleg Zabluda's blog
Thursday, October 06, 2016
 
Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition (2014) Charles...

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition (2014) Charles F. Cadieu, et al
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unlike previous bio-inspired models, the latest DNNs rival the representational performance of IT cortex on this visual object recognition task. Furthermore, we show that models that perform well on measures of representational performance also perform well on measures of representational similarity to IT and on measures of predicting individual IT multi-unit responses. Whether these DNNs rely on computational mechanisms similar to the primate visual system is yet to be determined, but, unlike all previous bio-inspired models, that possibility cannot be ruled out merely on representational performance grounds.
"""
https://arxiv.org/abs/1406.3284

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