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:
Sep. 12, 2023
Filed:
Sep. 05, 2019
Applicant:
Royal Bank of Canada, Montreal, CA;
Inventors:
Assignee:
ROYAL BANK OF CANADA, Toronto, CA;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/084 (2023.01); G06V 10/82 (2022.01); G06F 18/24 (2023.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01); G06V 10/764 (2022.01); G06V 10/778 (2022.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06F 18/24 (2023.01); G06N 3/047 (2023.01); G06N 3/08 (2013.01); G06N 7/01 (2023.01); G06V 10/764 (2022.01); G06V 10/7788 (2022.01); G06V 10/82 (2022.01);
Abstract
An improved computer implemented method and corresponding systems and computer readable media for improving performance of a deep neural network are provided to mitigate effects related to catastrophic forgetting in neural network learning. In an embodiment, the method includes storing, in memory, logits of a set of samples from a previous set of tasks (D); and maintaining classification information from the previous set of tasks by utilizing the logits for matching during training on a new set of tasks (D).