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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.

Patent No.:

US 12783865 B1

PDFFull Text
Date of Patent:
Nov. 03, 2026

Filed:

Feb. 12, 2019

High-speed processing method of neural network and apparatus using the high-speed processing method

Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Changyong Son, Anyang-si, KR;

Jinwoo Son, Seoul, KR;

Sangil Jung, Suwon-si, KR;

Chang Kyu Choi, Seongnam-si, KR;

Jae-Joon Han, Seoul, KR;

Assignee:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Attorney:

NSIP Law

Primary Examiner:

Michelle T Bechtold

Assistant Examiner:

Moriam Mosunmola Godo

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/0464 (2023.01); G06N 3/048 (2023.01); G06N 3/063 (2023.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0464 (2023.01); G06N 3/048 (2023.01); G06N 3/063 (2013.01); G06F 18/21 (2023.01);
Abstract

A processing method using a neural network includes generating output maps of a current layer of the neural network by performing a convolution operation between input maps of the current layer and weight kernels of the current layer, determining a lightweight format for the output maps of the current layer based on a distribution of at least a portion of activation data being processed in the neural network, and lightening activation data corresponding to the output maps of the current layer to have a low bit width based on the determined lightweight format.

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Son, Changyong. (2026). High-speed processing method of neural network and apparatus using the high-speed processing method (U.S. Patent No. 12783865). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783865

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