Abstract: In this work we introduce a binarized deep neural network (BDNN) model. BDNNsare trained using a novel binarized back propagation algorithm (BBP), whichuses binary weights and binary neuro...
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 train-time. We condu...
Abstract: In this work we introduce a binarized deep neural network (BDNN) model. BDNNsare trained using a novel binarized back propagation algorithm (BBP), whichuses binary weights and binary neuro...
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Binarized Neural Networks
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 train-time. We condu...
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