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:
Jun. 27, 2023
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 ...
G06N 3/08 (2023.01); G06N 3/082 (2023.01); G06F 18/214 (2023.01); G06N 3/048 (2023.01); G06V 30/19 (2022.01); G06V 30/32 (2022.01); G06V 10/74 (2022.01); G06V 10/82 (2022.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06F 18/2148 (2023.01); G06N 3/048 (2023.01); G06N 3/08 (2013.01); G06V 10/761 (2022.01); G06V 10/82 (2022.01); G06V 30/19173 (2022.01); G06V 30/36 (2022.01); G06V 30/10 (2022.01);
Abstract
A training method, system, and computer program product include training a neural network including at least one of using norm-pooling as a non-linear function, using a two-sided ReLU as a non-linear function, and increasing a confidence gap and further training such that the network comprises a non-expansive network.