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11/27/2018
Efficient non-uniform quantizer for quantized neural network targeting reconfigurable hardware
Convolutional Neural Networks (CNN) has become more popular choice for v...
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09/29/2018
NICE: Noise Injection and Clamping Estimation for Neural Network Quantization
Convolutional Neural Networks (CNN) are very popular in many fields incl...
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04/29/2018
UNIQ: Uniform Noise Injection for non-uniform Quantization of neural networks
We present a novel method for training a neural network amenable to infe...
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04/29/2018
UNIQ: Uniform Noise Injection for the Quantization of Neural Networks
We present a novel method for training deep neural network amenable to i...
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07/31/2017