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:
Oct. 25, 2022

Filed:

Jul. 01, 2020
Applicant:

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

Inventors:

Mari Abe Fukuda, Tokyo, JP;

Kenichi Takasaki, Shibuya, JP;

Yuka Sasaki, Kawasaki, JP;

Shoichiro Watanabe, Tokyo, JP;

Yasutaka Nishimura, Yamato, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/00 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 21/32 (2013.01); G06K 9/62 (2022.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06N 3/0454 (2013.01); G06F 21/32 (2013.01); G06K 9/6256 (2013.01); G06N 3/0472 (2013.01); G06N 3/08 (2013.01); G06V 30/10 (2022.01);
Abstract

Utilizing a trained generative adversarial network (GAN) model to cause a computer to output multivariate forecasted time-series data by providing a trained GAN model, the GAN model comprising dilated convolutional layers for receiving time-series multivariate data, receiving time-series multivariable biometric data, generating, using the GAN model, successive time series multivariate biometric data according to the time-series multivariate biometric data, determining an outcome according to the successive time-series multivariate biometric data, and providing an output associated with the outcome.


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