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. 01, 2020

Filed:

Dec. 04, 2018
Applicants:

Apical Ltd, Cambridge, GB;

Arm Limited, Cambridge, GB;

Inventors:

Daren Croxford, Swaffham Prior, GB;

Sharjeel Saeed, Cambridge, GB;

Sean Tristram LeGuay Ellis, Farnham, GB;

Assignees:

Apical Ltd., Cambridge, GB;

ARM Ltd., Cambridge, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/36 (2006.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6262 (2013.01); G06K 9/36 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A method of processing input data using a computing system. The method comprises obtaining association data which relates a kernel in a convolutional neural network to one or more known data patterns; conducting analysis of input data for the convolutional neural network to identify whether a region of input data corresponds to at least one of the one or more known data patterns; and determining whether to process the region of input data with the kernel in the convolutional neural network based on the analysis and the association data.


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