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US Patent 11397894 Method and device for pruning a neural network

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
113978940
Patent Inventor Names
Seunghwan Cho0
Sungjoo Yoo0
Youngjae Jin0
Date of Patent
July 26, 2022
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Patent Application Number
160223910
Date Filed
June 28, 2018
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Patent Citations
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US Patent 10515312 Neural network model compaction using selective unit removal
Patent Primary Examiner
‌
Omar F Fernandez Rivas
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CPC Code
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G06N 5/046
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G06N 3/0635
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G06N 3/0454
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G06N 3/084
0
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G06N 3/04
0
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G06F 17/13
0
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G06N 3/082
0

A method for pruning a neural network includes initializing a plurality of threshold values respectively corresponding to a plurality of layers included in the neural network; selecting one of the plurality of layers; adjusting the threshold value of the selected layer; and adjusting a plurality of weights respectively corresponding to a plurality of synapses included in the neural network.

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