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.:
Date of Patent:
Dec. 06, 2022
Filed:
Oct. 23, 2018
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Hyunsun Park, Seoul, KR;
Wonjo Lee, Uiwang-si, KR;
Sehwan Lee, Suwon-si, KR;
Seungwon Lee, Hwaseong-si, KR;
Assignee:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 17/15 (2006.01); G06N 5/04 (2006.01); G06F 16/901 (2019.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 16/901 (2019.01); G06F 17/15 (2013.01); G06F 17/156 (2013.01); G06N 3/0454 (2013.01); G06N 3/082 (2013.01); G06N 5/046 (2013.01); G06N 3/0445 (2013.01); G06N 3/0481 (2013.01);
Abstract
A process-implemented neural network method includes obtaining a plurality of kernels and an input feature map; determining a pruning index indicating a weight location where pruning is to be performed commonly within the plurality of kernels; and performing a Winograd-based convolution operation by pruning a weight corresponding to the determined pruning index with respect to each of the plurality of kernels.