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:
Jun. 28, 2022

Filed:

Mar. 20, 2020
Applicant:

General Electric Company, Schenectady, NY (US);

Inventors:

Peter Henry Tu, Niskayuna, NY (US);

Tao Gao, Los Angeles, CA (US);

Alexander S-Ban Chen, Cypress, CA (US);

Jilin Tu, Campbell, CA (US);

Assignee:

GENERAL ELECTRIC COMPANY, Schenectady, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06F 16/55 (2019.01); G06N 3/08 (2006.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6293 (2013.01); G06F 16/55 (2019.01); G06K 9/628 (2013.01); G06K 9/6232 (2013.01); G06K 9/6257 (2013.01); G06N 3/08 (2013.01); G06V 40/165 (2022.01);
Abstract

An analogy generating system includes one or more image databases that include a first set of images depicting a first symbolic class and a second set of images depicting a second symbolic class and an autoencoder that receive images from the first set of images and the second set of images; determines a first characteristic shared between the first symbolic class and the second symbolic class using a first node from multiple nodes on a neural network; determine a second characteristic shared between the first symbolic class and the second symbolic class using a second node from multiple nodes on the neural network; and exchange the first characteristic and the second characteristic between the first node and the second node to establish an analogy between the first symbolic class and the second symbolic class.


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