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Neuron information sending method and device and storage medium

A technology of information transmission and neurons, applied in the field of neural networks, can solve the problem of single output information format of neurons

Active Publication Date: 2018-11-06
TSINGHUA UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to provide a method, device and storage medium with a variety of neuron output information formats for the problem that the format of neuron output information is relatively single in traditional brain-inspired computing technology

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  • Neuron information sending method and device and storage medium
  • Neuron information sending method and device and storage medium
  • Neuron information sending method and device and storage medium

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Embodiment Construction

[0043] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0044] In one embodiment, such as figure 1 As shown, a method for sending neuron information is provided, including the following steps:

[0045] Step S100, obtaining the output information of the front-end neuron and the history information of the current neuron.

[0046] Specifically, the front-end neuron output information is the output information of the front-end neuron connected to the current neuron. The current neuron history information includes the history information sent by the front-end neuron stored in the current neuron. It can be understood that the fron...

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Abstract

The invention relates to a neuron information sending method and device and a storage medium. The method comprises that output information of a front neuron and historical information of a present neuron are obtained; according to the output information of the front pulse neuron and the historical information of the present neuron, present neuron information is calculated; output information, including at least two pulse peak signals, of the present neuron is determined according to the present neuron information; and the present neuron output information is output. Thus, the neural network iscompatible with the artificial and pulse neurons, and the neural information can be sent in the form of manual neuron and the form of pulse neuron selectively.

Description

technical field [0001] The present application relates to the technical field of neural networks, in particular to a neuron information sending method, device and storage medium. Background technique [0002] The vigorous development of big data information networks and smart mobile devices in today's era has produced massive unstructured information, accompanied by a sharp increase in the demand for efficient processing of these information. Traditional von Neumann computers face two great challenges when dealing with the above problems. On the one hand, its processor and memory are separated. Due to the use of bus communication, synchronization, serial and centralized working methods, it not only has high energy consumption and low efficiency when dealing with large and complex problems, but also has the characteristics of numerical calculation. When formalizing the problem, the software programming complexity is high, and it is even impossible to realize. [0003] Then ...

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Application Information

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IPC IPC(8): G06N3/06
CPCG06N3/063
Inventor 施路平吴双裴京李国齐
Owner TSINGHUA UNIV