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US Patent 11651198 Data processing method and apparatus for neural network

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Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
116511981
Patent Inventor Names
Yong Wang1
Huimin Li1
Jiaxin Shi1
Date of Patent
May 16, 2023
1
Patent Application Number
165026871
Date Filed
July 3, 2019
1
Patent Citations
‌
US Patent 10223635 Model compression and fine-tuning
1
Patent Primary Examiner
‌
Suchin Parihar
1
CPC Code
‌
G06F 7/483
1
‌
G06N 3/0481
1

Embodiments of the present disclosure relate to a data processing method and apparatus for a neural network. The neural network is provided with at least one activation function. A method may include: converting, in response to that an activation function acquiring current data is a target function, based on a conversion relationship between the target function and a preset function, the current data into input data of the preset function; finding out first output data of the preset function with the input data as an input in a lookup table corresponding to the preset function; obtaining second output data of the target function with the current data as an input by conversion based on the conversion relationship and the first output data; and outputting the second output data.

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