The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 16, 2022

Filed:

Jul. 12, 2019
Applicant:

Huazhong University of Science and Technology, Hubei, CN;

Inventors:

Yi Li, Hubei, CN;

Rui Kuang, Hubei, CN;

Xiang-Shui Miao, Hubei, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G11C 11/54 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G11C 13/00 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/04 (2013.01); G11C 11/54 (2013.01); G11C 13/003 (2013.01); G11C 2213/79 (2013.01);
Abstract

The present disclosure belongs to the technical field of artificial neural networks, and provides to a max pooling processor based on 1T1R memory, comprising an input module, a max pooling operation module, and an output module; the input module is configured to transmit an operating voltage according to the convolution result in the convolutional neural network; the 1T1R memory in the max pooling operation module is configured to adjust a conductance value of the RRAM according to the gate voltage of the transistor therein to achieve the max pooling operation by using the non-volatile multi-value conductance regulation characteristic of the RRAM, and store a max pooling result; and the output module is configured to read the max pooling result and output it.


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