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US Patent 11568206 System, method and apparatus for machine learning

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11568206
Date of Patent
January 31, 2023
Patent Application Number
16579295
Date Filed
September 23, 2019
Patent Citations
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US Patent 11176154 Collaborative dataset management system for machine learning data
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US Patent 10885620 Neural network image processing system
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US Patent 10504027 CNN-based learning method, learning device for selecting useful training data and test method, test device using the same
Patent Primary Examiner
‌
Emmanuel Bayard
CPC Code
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G06N 3/084
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G06N 20/00
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G06N 3/0481
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G06N 3/088
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G06K 9/6218
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G06N 3/08

Disclosed is an artificial intelligence or machine learning algorithm that may be applied to a plurality of machine learning devices in a 5G environment connected to perform the Internet of things. A machine learning method by a first learning machine according to one embodiment of the present disclosure may include obtaining input data; determining, from among a plurality of clusters, a cluster to which the input data belongs, by using a first artificial neural network; transmitting a plurality of sample features associated with the determined cluster to a second learning device using a second artificial neural network; receiving a label for the plurality of sample features from the second learning device, in response to the transmission; and associating the received label with the determined cluster.

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