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US Patent 11551064 Systolic neural network engine capable of forward propagation

Patent 11551064 was granted and assigned to Western Digital on January, 2023 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Patent Applicant
Western Digital
Western Digital
Current Assignee
Western Digital
Western Digital
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11551064
Date of Patent
January 10, 2023
Patent Application Number
15981624
Date Filed
May 16, 2018
Patent Citations
‌
US Patent 10102453 Natural language processing via a two-dimensional symbol having multiple ideograms contained therein
‌
US Patent 10043095 Data structure for CNN based digital integrated circuit for extracting features out of an input image
‌
US Patent 10083171 Natural language processing using a CNN based integrated circuit
‌
US Patent 10459849 Scheduling operations in an access-controlled region of memory
Patent Primary Examiner
‌
Kamran Afshar
CPC Code
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G06N 5/046
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G06N 3/08
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G06N 3/084
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G06N 3/063
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G06N 3/0454
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G06F 15/8046
‌
G06N 3/04
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G06N 3/0481

A method of performing computations of a neural network is disclosed comprising assigning a first processing unit to perform computations of a first node of a first layer of the neural network and assigning a second processing unit to perform computations of a second node of a second layer of the neural network. Computations of the first node are performed using the first processing unit to generate a first activation output that is transmitted to a first output systolic element of the first processing unit. The first activation output is systolically pulsed to a first input systolic element of the second processing unit and computations of the second node are performed by using the second processing unit to process at least the first activation output.

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