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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 12769998 B1

PDFFull Text
Date of Patent:
Oct. 20, 2026

Filed:

Dec. 17, 2021

Method and system for training dynamic deep neural network

Applicant:

Electronics and Telecommunications Research Institute, Daejeon, KR;

Inventors:

Su Woong Lee, Daejeon, KR;

Seungjae Lee, Daejeon, KR;

Jong-Gook Ko, Daejeon, KR;

Wonyoung Yoo, Daejon, KR;

Jung Jae Yu, Daejeon, KR;

Keun Dong Lee, Daejeon, KR;

Yongsik Lee, Daejeon, KR;

Da-Un Jung, Daejeon, KR;

Assignee:

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE, Daejeon, KR;

Attorney:
Primary Examiner:

Omar F Fernandez Rivas

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/22 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01); G06N 3/0495 (2023.01); G06N 3/082 (2023.01); G06N 3/084 (2023.01); G06N 3/09 (2023.01); G06V 10/776 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/22 (2023.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01); G06N 3/0464 (2023.01); G06N 3/0495 (2023.01); G06N 3/082 (2013.01); G06N 3/084 (2013.01); G06N 3/09 (2023.01); G06V 10/776 (2022.01);
Abstract

Provided are a method and system for training a dynamic deep neural network. The method for training a dynamic deep neural network includes receiving an output of a last layer of the deep neural network and outputting a first loss, receiving an output of a routing module according to an input class of the deep neural network and outputting a second loss, calculating a third loss based on the first loss and the second loss, and updating a weight of the deep neural network by using the third loss.

Find Patent Forward Citations

Lee, Su. (2026). Method and system for training dynamic deep neural network (U.S. Patent No. 12769998). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12769998

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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