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:
Jul. 12, 2022

Filed:

Sep. 25, 2018
Applicant:

Nissan Motor Co., Ltd., Yokohama, JP;

Inventors:

Andrew Batchelor, Kanagawa, JP;

Garry Jones, Kanagawa, JP;

Yoshinori Sato, Kanagawa, JP;

Assignee:

NISSAN MOTOR CO., LTD., Yokohama, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G05B 13/02 (2006.01); G06F 17/13 (2006.01); G06F 17/17 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06Q 50/04 (2012.01); G06Q 10/06 (2012.01); G06V 20/52 (2022.01);
U.S. Cl.
CPC ...
G06K 9/627 (2013.01); G05B 13/027 (2013.01); G06F 17/13 (2013.01); G06F 17/17 (2013.01); G06K 9/6256 (2013.01); G06N 3/0445 (2013.01); G06N 3/0481 (2013.01); G06N 3/084 (2013.01); G06Q 50/04 (2013.01); G06Q 10/06395 (2013.01); G06V 20/52 (2022.01); G06V 2201/06 (2022.01);
Abstract

A machine vision system comprising receiving means configured to receive image data indicative of an object to be classified where there is provided processing means with an initial neural network, the processing means configured to determine a differential equation describing the initial neural network algorithm based on the neural network parameters, and to determine a solution to the differential equation in the form of a series expansion; and to convert the series expansion to a finite series expansion by limiting the number of terms in the series expansion to a finite number; and to determine the output classification in dependence on the finite series expansion.


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