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:
Mar. 23, 2021

Filed:

Nov. 07, 2018
Applicant:

Advanced New Technologies Co., Ltd., George Town, KY;

Inventor:

Vikas Gottemukkula, Kansas City, KS (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06N 3/08 (2006.01); A61B 5/1171 (2016.01); G06N 3/04 (2006.01); G06F 21/32 (2013.01);
U.S. Cl.
CPC ...
G06K 9/00026 (2013.01); A61B 5/1171 (2016.02); G06K 9/00885 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06F 21/32 (2013.01); G06K 2009/00939 (2013.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an encoder neural network having multiple encoder neural network parameters. The encoder neural network is configured to process a biometric data sample in accordance with current values of encoder neural network parameters to generate as output an embedded representation of the biometric data sample. The embedded representation includes: (i) an inter-class embedded representation, and (ii) an intra-class embedded representation that is different than the inter-class embedded representation.


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