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.

Date of Patent:
Aug. 29, 2023

Filed:

Aug. 28, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Craig M. Trim, Glendale, CA (US);

Aaron K. Baughman, Research Triangle Park, NC (US);

Garfield W. Vaughn, Southbury, CT (US);

Micah Forster, Austin, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/086 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/086 (2013.01); G06N 3/045 (2023.01);
Abstract

Methods, computer program products, and systems are presented. The methods include, for instance: generating a plurality of deep transfer learning networks including a source deep transfer learning network for a source domain and a target deep transfer learning network for a target domain. Transfer layers of the source deep transfer learning network are encoded to a chromosome, diversified, and integrated with the target deep transfer learning network and the target deep transfer learning network passing a predefined fitness threshold condition is produced.


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