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:
Apr. 09, 2019

Filed:

Mar. 29, 2016
Applicant:

Nottingham Trent University, Nottingham, GB;

Inventors:

Tony John Allen, Nottingham, GB;

Sergio Grau Puerto, Oxford, GB;

Assignee:

Nottingham Trent University, Nottingham, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04W 12/06 (2009.01); G06N 3/08 (2006.01); G06F 21/60 (2013.01); G06F 21/32 (2013.01); H04W 88/02 (2009.01);
U.S. Cl.
CPC ...
H04L 63/0861 (2013.01); G06F 21/32 (2013.01); G06F 21/602 (2013.01); G06N 3/08 (2013.01); H04W 12/06 (2013.01); H04W 88/02 (2013.01);
Abstract

Methods and apparatuses for providing biometric authentication of a test user using a registration process where a reference data sample representative of one or more biometric attributes of a reference user is used to train a plurality of neural networks to achieve a target output. The weights that achieve this in the plurality of neural networks may be stored on a user device as a first data set. A second data set representative of one or more biometric attributes may be obtained from the test user using the authentication device or received from the user device. The first data set may be received by the authentication device and used as weights in an artificial neural network and the second data set may be used as inputs. The output of the neural network may determine a degree of correlation between the reference user and the test user to be authenticated.


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