Learning Algorithm for LesserDNN, a DNN with Quantized Weights

Author:

Takemoto Masashi1ORCID,Masuda Yasutake1ORCID,Cai Jingyong2ORCID,Nakajo Hironori2ORCID

Affiliation:

1. BeatCraft, Inc., Japan

2. Tokyo University of Agriculture and Technology, Japan

Publisher

ACM

Reference10 articles.

1. A Deep Look into Logarithmic Quantization of Model Parameters in Neural Networks

2. Matthieu Courbariaux Yoshua Bengio and Jean-Pierre David. 2016. BinaryConnect: Training Deep Neural Networks with binary weights during propagations. arxiv:1511.00363 [cs.LG] Matthieu Courbariaux Yoshua Bengio and Jean-Pierre David. 2016. BinaryConnect: Training Deep Neural Networks with binary weights during propagations. arxiv:1511.00363 [cs.LG]

3. [ 3 ] CUDA Toolkit [n. d.]. https://developer.nvidia.com/cuda-toolkit/. [3] CUDA Toolkit [n. d.]. https://developer.nvidia.com/cuda-toolkit/.

4. Diederik  P. Kingma and Jimmy Ba . 2017 . Adam : A Method for Stochastic Optimization . arxiv:1412.6980 [cs.LG] Diederik P. Kingma and Jimmy Ba. 2017. Adam: A Method for Stochastic Optimization. arxiv:1412.6980 [cs.LG]

5. Fengfu Li Bin Liu Xiaoxing Wang Bo Zhang and Junchi Yan. 2022. Ternary Weight Networks. arxiv:1605.04711 [cs.CV] Fengfu Li Bin Liu Xiaoxing Wang Bo Zhang and Junchi Yan. 2022. Ternary Weight Networks. arxiv:1605.04711 [cs.CV]

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