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US Patent 11309026 Convolution operation method based on NOR flash array

Patent 11309026 was granted and assigned to Peking University on April, 2022 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Peking University
Peking University
1
Current Assignee
Peking University
Peking University
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
113090261
Patent Inventor Names
Xiaoyan Liu1
Jinfeng Kang1
Peng Huang1
Runze Han1
Date of Patent
April 19, 2022
1
Patent Application Number
163269461
Date Filed
January 25, 2017
1
Patent Citations
‌
US Patent 10915248 Memory device
Patent Citations Received
‌
US Patent 11531880 Memory-based convolutional neural network system
3
Patent Primary Examiner
‌
Douglas King
1
CPC Code
‌
G11C 16/04
1

The present disclosure relates to the field of semiconductor integrated circuits and manufacturing technologies thereof, and discloses a method and device for realizing a convolution operation based on an NOR flash storage structure. The NOR flash array has a structure of an array composed of a plurality of NOR flash cells. The convolution operation method includes: storing elements of a convolution kernel matrix into the NOR flash cells; converting elements of an input matrix into voltages and applying the voltages to gate terminals of the NOR flash cells; applying a driving voltage to source terminals of the NOR flash cells; and collecting, via drain terminals of the NOR flash cells, current values of each column to obtain a convolution operation result.

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