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:
Apr. 16, 2024

Filed:

Feb. 28, 2019
Applicant:

Nec Corporation, Tokyo, JP;

Inventor:

Seiya Shibata, Tokyo, JP;

Assignee:

NEC CORPORATION, Tokyo, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/15 (2006.01); G06F 17/10 (2006.01); G06N 3/04 (2023.01); G06N 5/04 (2023.01); G06V 10/28 (2022.01); G06V 10/70 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06F 17/153 (2013.01); G06F 17/10 (2013.01); G06N 3/04 (2013.01); G06N 5/04 (2013.01); G06V 10/70 (2022.01); G06V 10/82 (2022.01); G06V 10/28 (2022.01);
Abstract

An inference device comprises a weight storage part that stores weights, an input data storage part that stores input data, and a PE (Processing Element) that executes convolution computation in convolutional neural network using the weights and input data. The PE adds up weight elements to be multiplied with elements of the input data for each of variable values of the elements of the input data. The PE multiplies each of the variable values of the elements of the input data with each cumulative sum value of weights corresponding to the variable values of the elements of the input data. The PE adds up a plurality of multiplication results obtained by the multiplications.


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