Invention Grant
- Patent Title: Processing input data in a convolutional neural network
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Application No.: US16209505Application Date: 2018-12-04
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Publication No.: US10853694B2Publication Date: 2020-12-01
- Inventor: Daren Croxford , Sharjeel Saeed , Sean Tristram LeGuay Ellis
- Applicant: Apical Ltd , Arm Limited
- Applicant Address: GB Cambridge GB Cambridge
- Assignee: Apical Ltd.,ARM Ltd.
- Current Assignee: Apical Ltd.,ARM Ltd.
- Current Assignee Address: GB Cambridge GB Cambridge
- Agency: EIP US LLP
- Main IPC: G06K9/36
- IPC: G06K9/36 ; G06K9/62 ; G06N3/08 ; G06N3/04

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.
Public/Granted literature
- US20200175338A1 PROCESSING INPUT DATA IN A CONVOLUTIONAL NEURAL NETWORK Public/Granted day:2020-06-04
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