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:
Feb. 04, 2025
Filed:
May. 27, 2021
Applicant:
Electronics and Telecommunications Research Institute, Daejeon, KR;
Inventors:
Hyun Woo Kim, Daejeon, KR;
Jeon Gue Park, Daejeon, KR;
Hwa Jeon Song, Daejeon, KR;
Yoo Rhee Oh, Daejeon, KR;
Byung Hyun Yoo, Daejeon, KR;
Eui Sok Chung, Daejeon, KR;
Ran Han, Daejeon, KR;
Assignee:
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE, Daejeon, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01); G06F 40/35 (2020.01); G06N 3/042 (2023.01); G06N 5/022 (2023.01); G06N 5/043 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06F 40/35 (2020.01); G06N 3/042 (2023.01); G06N 5/022 (2013.01); G06N 5/043 (2013.01);
Abstract
A knowledge increasing method includes calculating uncertainty of knowledge obtained from a neural network using an explicit memory, determining the insufficiency of the knowledge on the basis of the calculated uncertainty, obtaining additional data (learning data) for increasing insufficient knowledge, and training the neural network by using the additional data to autonomously increase knowledge.