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US Patent 11372577 Enhanced memory device architecture for machine learning

Patent 11372577 was granted and assigned to Western Digital on June, 2022 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Western Digital
Western Digital
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Current Assignee
Western Digital
Western Digital
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
113725770
Patent Inventor Names
Luiz M. Franca-Neto0
Viacheslav Dubeyko0
Date of Patent
June 28, 2022
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Patent Application Number
171430010
Date Filed
January 6, 2021
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Patent Citations
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US Patent 10083171 Natural language processing using a CNN based integrated circuit
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US Patent 10083395 Batch processing in a neural network processor
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US Patent 10102453 Natural language processing via a two-dimensional symbol having multiple ideograms contained therein
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US Patent 10459849 Scheduling operations in an access-controlled region of memory
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US Patent 10790828 Application specific integrated circuit accelerators
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US Patent 10521488 Dynamic partitioning
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US Patent 10796198 Adjusting enhancement coefficients for neural network engine
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US Patent 10817802 Apparatus for hardware accelerated machine learning
...
Patent Primary Examiner
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Sean D Rossiter
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CPC Code
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G06F 3/0655
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G06F 3/0604
0

Embodiments of an improved memory architecture for processing data inside of a device are described. In some embodiments, the device can store neural network layers, such as a systolic flow engine, in non-volatile memory and/or a separate first memory. A processor of a host system can delegate the execution of a neural network to the device. Advantageously, neural network processing in the device can be scalable, with the ability to process large amounts of data.

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