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:
Dec. 09, 2025

Filed:

Apr. 28, 2021
Applicant:

Arm Limited, Cambridge, GB;

Inventors:

Paul Nicholas Whatmough, Cambridge, MA (US);

Mark John O'Connor, Luebeck, DE;

Assignee:

Arm Limited, Cambridge, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/2148 (2023.01); G06N 3/045 (2023.01); G06V 10/82 (2022.01);
Abstract

A method of operating a system having a plurality of neural networks includes receiving sequential input data events and processing each sequential input data event using a corresponding subset of the plurality of neural networks to obtain a plurality of sequential outputs. Each sequential output is indicative of a predictive determination of an aspect of the corresponding input data event. The method includes processing the plurality of sequential outputs to determine an uncertainty value associated with the plurality of sequential outputs, and operating the system based on the determined uncertainty value.


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