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:
Oct. 27, 2020
Filed:
Aug. 30, 2017
International Business Machines Corporation, Armonk, NY (US);
Elizabeth Bourgoin, Old Greenwich, CT (US);
Christopher A. Buchholz, Port Chester, NY (US);
Eric M. Kessler, New Rochelle, NY (US);
Liyang Song, Mount Kisco, NY (US);
Zhihuai Zhu, White Plains, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Data includes data with labels and data without labels. For data without labels a fuzzy rules system assigns pseudo labels. A computer processes the data with labels using a first cognitive neural network; processes the data with pseudo labels using a second cognitive neural network; and produces system outcomes by combining the results of the first and second cognitive neural networks. The computer obtains feedback on the system outcomes, and modifies parameters of the fuzzy rule system in response to the feedback.