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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.:

US 12400636 B1

PDFFull Text
Date of Patent:
Aug. 26, 2025

Filed:

Nov. 18, 2021

Methods and apparatus for training a classification device with constrained capabilities

Applicant:

Arm Limited, Cambridge, GB;

Inventors:

Remy Pottier, Grenoble, FR;

Wei Yuan, Milpitas, CA (US);

James Edward Myers, Great Wilbraham, GB;

Andrew William Dunn, Sudbury, GB;

Noel Francis Hurley, St Albans, GB;

Assignee:

Arm Limited, Cambridge, GB;

Attorney:

Berkeley Law & Technology Group, LLP

Primary Examiner:

Michael N Opsasnick

Int. Cl.
CPC ...
G10L 15/06 (2013.01); G05B 19/042 (2006.01); G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06F 21/31 (2013.01); G06N 20/00 (2019.01); G10L 15/22 (2006.01); B60R 16/037 (2006.01); B60R 25/01 (2013.01); B60R 25/10 (2013.01); B60R 25/25 (2013.01); E05F 15/73 (2015.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G05B 19/042 (2013.01); G06N 20/00 (2019.01); G10L 15/22 (2013.01); B60R 16/0373 (2013.01); B60R 25/01 (2013.01); B60R 25/1003 (2013.01); B60R 25/257 (2013.01); E05F 15/73 (2015.01); E05F 2015/763 (2015.01); E05F 2015/767 (2015.01); E05Y 2400/45 (2013.01); E05Y 2400/858 (2013.01); E05Y 2900/531 (2013.01); E05Y 2900/536 (2013.01); E05Y 2900/548 (2013.01); G05B 2219/2642 (2013.01); G10L 2015/0638 (2013.01); G10L 2015/227 (2013.01);
Abstract

A method for training a classification device, the method comprising: receiving classification device constraints at an intermediary device; receiving training data at the intermediary device; matching the training data to the classification device constraints to provide constrained training data; mapping the constrained training data to classification device functionality to provide a command model; and transmitting the command model to the classification device.

Find Patent Forward Citations

Quick Actions:

Pottier, Remy. (2025). Methods and apparatus for training a classification device with constrained capabilities (U.S. Patent No. 12400636). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12400636

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