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:
Jan. 31, 2023
Filed:
May. 10, 2019
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Ekaterina Maksimovna Lobacheva, Moscow, RU;
Nadezhda Aleksandrovna Chirkova, Moscow, RU;
Dmitry Petrovich Vetrov, Moscow, RU;
Assignee:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06N 3/08 (2006.01); G06F 17/11 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/11 (2013.01);
Abstract
An electronic apparatus for compressing a recurrent neural network and a method thereof are provided. The electronic apparatus and the method thereof include a sparsification technique for the recurrent neural network, obtaining first to third multiplicative variables to learn the recurrent neural network, and performing sparsification for the recurrent neural network to compress the recurrent neural network.