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:
Dec. 06, 2022
Filed:
May. 17, 2019
Applicant:
Royal Bank of Canada, Montreal, CA;
Inventors:
Weiguang Ding, Toronto, CA;
Luyu Wang, Toronto, CA;
Ruitong Huang, Toronto, CA;
Xiaomeng Jin, Toronto, CA;
Kry Yik Chau Lui, Toronto, CA;
Assignee:
ROYAL BANK OF CANADA, Montreal, CA;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 7/04 (2006.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); G06N 7/046 (2013.01); G06F 2221/033 (2013.01);
Abstract
A platform for training deep neural networks using push-to-corner preprocessing and adversarial training. A training engine adds a preprocessing layer before the input data is fed into a deep neural network at the input layer, for pushing the input data further to the corner of its domain.