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US Patent 10521696 Convolutional neural network system and operation method thereof

Patent 10521696 was granted and assigned to Samsung on December, 2019 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
Samsung
Samsung
Current Assignee
Samsung
Samsung
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10521696
Date of Patent
December 31, 2019
Patent Application Number
15802958
Date Filed
November 3, 2017
Patent Citations Received
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US Patent 11974069 Image processing method and device using feature map compression
3
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US Patent 11956569 Image processing method and device using a line-wise operation
4
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US Patent 11962937 Method and device of super resolution using feature map compression
5
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US Patent 11968472 Image pipeline processing method and device
6
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US Patent 11412175 Super-resolution method and device using linewise operation
Patent Primary Examiner
‌
Alex Kok S Liew
Patent abstract

An operation method of a convolutional neural network system includes executing convolution loops to determine a correlation between at least one kernel and an input feature map; determining a maximum position on the input feature map, the maximum position corresponding to a maximum value of an output feature produced based on the convolution loops; and processing first data of a first area of the input feature map through a convolution loop using the at least one kernel, the first area being associated with the maximum position. The processing of the first data includes skipping a convolution operation of second data of a second area of the input feature map, the second area being unassociated with the maximum position.

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