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:
Feb. 04, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Haifeng Qian, Yorktown Heights, NY (US);
Mark Wegman, Yorktown Heights, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 7/78 (2006.01); G06F 17/16 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 7/78 (2013.01); G06F 17/16 (2013.01); G06N 3/0481 (2013.01); G06N 3/08 (2013.01);
Abstract
A training method, system, and computer program product include computing a matrix norm over a product of a weight matrix and a transpose of the weight matrix and using the matrix norm to constrain the L2 non-expansive neural network.