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US Patent 11205110 Device/server deployment of neural network data entry system

Patent 11205110 was granted and assigned to Microsoft on December, 2021 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Microsoft
Microsoft
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Current Assignee
Microsoft
Microsoft
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
112051100
Patent Inventor Names
Douglas Alexander Harper Orr0
Juha Iso-Sipilä0
Marco Fiscato0
Matthew James Willson0
Date of Patent
December 21, 2021
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Patent Application Number
153329070
Date Filed
October 24, 2016
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Patent Citations Received
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US Patent 11631236 System and method for deep labeling
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Patent Primary Examiner
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Kakali Chaki
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Patent abstract

An electronic device is described which has at least one input interface to receive at least one item of a sequence of items. The electronic device is able to communicate with a server, the server storing a neural network and a process which generates item embeddings of the neural network. The electronic device has a memory storing a copy of the neural network and a plurality of item embeddings of the neural network. In the case when there is unavailability at the electronic device of a corresponding item embedding corresponding to the received at least one item, the electronic device triggers transfer of the corresponding item embedding from the server to the electronic device. A processor at the electronic device predicts at least one candidate next item in the sequence by processing the corresponding item embedding with the copy of the neural network and the plurality of item embeddings.

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