210 citations · 984 across the 29 of their papers we have counts for
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cs.NE2015★ 131 cited
On the Expressive Power of Deep Learning: A Tensor Analysis
Nadav Cohen, Or Sharir, Amnon Shashua
It has long been conjectured that hypotheses spaces suitable for data that is compositional in nature, such as text or images, may be more efficiently represented with deep hierarc…
cs.NE2015
Deep SimNets
Nadav Cohen, Or Sharir, Amnon Shashua
We present a deep layered architecture that generalizes convolutional neural networks (ConvNets). The architecture, called SimNets, is driven by two operators: (i) a similarity fun…