Invention Application
- 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.: US20200175338A1Publication Date: 2020-06-04
- Inventor: Daren CROXFORD , Sharjeel SAEED , Sean Tristram LeGuay ELLIS
- Applicant: Apical Ltd , Arm Limited
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/04 ; G06N3/08 ; G06K9/36

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
- US10853694B2 Processing input data in a convolutional neural network Public/Granted day:2020-12-01
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