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Edge artificial intelligence device, electronic device and method thereof

A technology of artificial intelligence and electronic devices, applied in neural learning methods, instruments, biological neural network models, etc., can solve problems such as impractical training

Pending Publication Date: 2022-02-11
SAMSUNG ELECTRO MECHANICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in the example of edge AI in the terminal, training by edge AI is often impractical, especially as the number of layers and the number of nodes / units per layer increase

Method used

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  • Edge artificial intelligence device, electronic device and method thereof
  • Edge artificial intelligence device, electronic device and method thereof
  • Edge artificial intelligence device, electronic device and method thereof

Examples

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Embodiment Construction

[0033] The following detailed description is provided to assist the reader in gaining an overall understanding of the methods, devices and / or systems described herein. However, various changes, modifications and equivalents of the methods, apparatus and / or systems described herein will be apparent after gaining an understanding of the disclosure of the present application. For example, the order of operations described herein are examples only, and are not limited to the order set forth herein, but, with the exception of operations that must occur in a particular order, can be made that will be apparent after gaining an understanding of the disclosure of the present application. change. Furthermore, descriptions of features that are known in the art may be omitted for increased clarity and conciseness.

[0034] However, the embodiments may be implemented in various forms, and should not be construed as limiting the scope of the present disclosure. Rather, the examples descri...

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PUM

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Abstract

An edge artificial intelligence device, an electronic device and a method thereof are provided. The edge AI device includes one or more first neural network layers and one or more second neural network layers, each including plural second cells, where one first neural network layer, of the one or more first neural network layers, is connected to one second neural network layer of the one or more second neural network layers, and, for an operation of the one or more first neural network layers and the one or more second neural network layers, the edge AI device is configured to perform the operation according to first weight information, of the one or more first neural network layers, received from and trained outside of the device, and the edge AI device is configured to perform the operation according to second weight information, of the one or more second neural network layers, based on training of the second weight information by the device.

Description

[0001] This application claims the benefit of priority from Korean Patent Application No. 10-2020-0089662 filed with the Korean Intellectual Property Office on July 20, 2020, the disclosure of which is hereby incorporated by reference in its entirety for all purposes this. technical field [0002] The present disclosure relates to an edge artificial intelligence device and method. Background technique [0003] Many artificial intelligence services currently under development perform learning and reasoning through an artificial intelligence cloud (AI cloud), in which a terminal (such as a mobile phone or an artificial intelligence speaker device) collects information through sensors and sends the information to the AI ​​cloud, and then The AI ​​cloud's many processors or servers can perform AI computations for learning and inference. For example, one such approach: A voice query captured by an AI speaker is sent to a server in the AI ​​cloud, a processor or server in the AI ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/774G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/049G06N3/048G06N3/045G06F18/214G06N3/063G06N3/084G06N3/044G06N3/082
Inventor 严在君
Owner SAMSUNG ELECTRO MECHANICS CO LTD