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Network structure generation method and a device of a neural network

A neural network and network structure technology, applied in the field of deep learning, can solve the problem of low efficiency of neural network network structure, and achieve the effect of improving efficiency and simplifying the generation process.

Pending Publication Date: 2019-03-19
HANGZHOU HIKVISION DIGITAL TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the differences between the network structures of different neural networks, through the above network structure generation method, the network structures of different neural networks need to be configured res

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  • Network structure generation method and a device of a neural network
  • Network structure generation method and a device of a neural network
  • Network structure generation method and a device of a neural network

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Embodiment Construction

[0036] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0037] In order to improve the efficiency of generating a network structure of a neural network, embodiments of the present invention provide a method and device for generating a network structure of a neural network. In the following, the method for generating the network structure of the neural network provided by the embodiment of the present invention is firstly introduced.

[0038] The execution subject of the neural network network structure generation m...

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Abstract

The embodiment of the invention provides a network structure generation method and a device of a neural network, wherein, the network structure generation method of the neural network comprises the following steps: displaying a plurality of network layer identifiers to be selected in a neural network display view; determining a plurality of network layer identifiers selected from a plurality of network layer identifiers to be selected, and a connection relationship between the selected network layer identifiers; according to the selected network layer identifier and the connection relationshipbetween the selected network layer identifiers, the network structure of the neural network is generated. The scheme can improve the efficiency of the network structure of generating neural network.

Description

technical field [0001] The invention relates to the technical field of deep learning, in particular to a method and device for generating a network structure of a neural network. Background technique [0002] Neural network is a mathematical model that uses a structure similar to that of brain synaptic connections for information processing. Neural network relies on the complexity of the system to achieve the purpose of processing information by adjusting the interconnection relationship between a large number of internal nodes. [0003] The network structure of a neural network is usually composed of basic network layers such as convolutional layers, activation layers, and pooling layers. In the corresponding network structure generation method, the configuration method of the network structure is mainly set through program editing or text editing, and in the In a computer device running a neural network, a network structure is generated based on the content of program edit...

Claims

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Application Information

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IPC IPC(8): G06N3/04
CPCG06N3/04G06N3/045
Inventor 彭剑峰
Owner HANGZHOU HIKVISION DIGITAL TECH