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:
Jul. 13, 2021
Filed:
Nov. 02, 2018
Applicant:
Royal Bank of Canada, Montreal, CA;
Inventors:
Avishek Bose, Toronto, CA;
Yanshuai Cao, Toronto, CA;
Assignee:
ROYAL BANK OF CANADA, Montreal, CA;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06K 9/72 (2006.01); G06N 3/04 (2006.01); G06F 16/532 (2019.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 16/532 (2019.01); G06K 9/6262 (2013.01); G06K 9/6267 (2013.01); G06K 9/726 (2013.01); G06N 3/0472 (2013.01); G06N 3/088 (2013.01);
Abstract
An electronic device for neural network training includes at least one processor and one or more memories configured to provide or train: a generative adversarial network (GAN) using a generator and a discriminator for: receiving a plurality of training cases; and training the generative adversarial network, based on the plurality of training cases, to classify the training cases; wherein the generator generates hard negative examples for the discriminator.