Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Weiran Deng0
Date of Patent
October 4, 2022
0Patent Application Number
158645820
Date Filed
January 8, 2018
0Patent Citations
Patent Primary Examiner
A method includes: providing a deep neural networks (DNN) model comprising a plurality of layers, each layer of the plurality of layers includes a plurality of nodes; sampling a change of a weight for each of a plurality of weights based on a distribution function, each weight of the plurality of weights corresponds to each node of the plurality of nodes; updating the weight with the change of the weight multiplied by a sign of the weight; and training the DNN model by iterating the steps of sampling the change and updating the weight. The plurality of weights has a high rate of sparsity after the training.
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