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:
Feb. 21, 2023

Filed:

Aug. 16, 2019
Applicant:

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

Inventors:

Jinwoo Son, Seoul, KR;

Changyong Son, Anyang-si, KR;

Seohyung Lee, Seoul, KR;

Sangil Jung, Suwon-si, KR;

Chang Kyu Choi, Seongnam-si, KR;

Jaejoon Han, Seoul, KR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2006.01); G06F 17/15 (2006.01); G06F 9/38 (2018.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 9/3887 (2013.01); G06F 17/15 (2013.01);
Abstract

A processor-implemented neural network processing method includes: obtaining a kernel bit-serial block corresponding to first data of a weight kernel of a layer in a neural network; generating a feature map bit-serial block based on second data of one or more input feature maps of the layer; and generating at least a portion of an output feature map by performing a convolution operation of the layer using a bitwise operation between the kernel bit-serial block and the feature map bit-serial block.


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