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. 19, 2023
Filed:
Mar. 04, 2020
Applicant:
Royal Bank of Canada, Toronto, CA;
Inventors:
Yanshuai Cao, Toronto, CA;
Peng Xu, Toronto, CA;
Assignee:
ROYAL BANK OF CANADA, Toronto, CA;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/00 (2023.01); G06N 3/006 (2023.01); G06N 3/08 (2023.01); G06N 20/20 (2019.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/006 (2013.01); G06F 18/241 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 20/20 (2019.01);
Abstract
A system, electronic device and method for improved neural network training are provided. The improved system is adapted for tracking long range dependence in sequential data during training, and includes bootstrapping a lower bound on the mutual information (MI) over groups of variables (segments or sentences) and subsequently applying the bound to encourage high MI.