activity
20122019
most citedTraining Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation

41 citations · 66 across the 3 of their papers we have counts for

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cs.LG2016

Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Matthieu Courbariaux, Itay Hubara, Daniel Soudry +2

We introduce a method to train Binarized Neural Networks (BNNs) - neural networks with binary weights and activations at run-time. At training-time the binary weights and activatio…

cs.LG2016

Binarized Neural Networks

Itay Hubara, Daniel Soudry, Ran El Yaniv

We introduce a method to train Binarized Neural Networks (BNNs) - neural networks with binary weights and activations at run-time and when computing the parameters' gradient at tra…