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Brain-like computer special network topology structure design method and device

A dedicated network and topology technology, applied in the computer field, can solve problems such as channel congestion and communication data limitation, and achieve the effect of avoiding channel congestion.

Pending Publication Date: 2021-01-22
GUANGDONG UNIV OF TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] This application provides a brain-inspired computer-specific network topology design method and device. It is used to solve the existing computer network topology by using a star topology network. Its ability to process communication data is limited by the central node. When transmitting, there will be technical problems of channel congestion

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  • Brain-like computer special network topology structure design method and device
  • Brain-like computer special network topology structure design method and device
  • Brain-like computer special network topology structure design method and device

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Embodiment Construction

[0042] This application provides a brain-inspired computer-specific network topology design method and device, which is used to solve the existing computer network topology using a star topology network. Its ability to process communication data is limited by the central node. During transmission, there will be technical problems of channel congestion.

[0043] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0044] Fo...

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Abstract

The invention discloses a brain-like computer dedicated network topology structure design method and device, and the method comprises the steps: carrying out the node region division of a computer cluster after the communication ports of all nodes in the computer cluster are configured and the nodes in the computer cluster are arranged according to a preset shape, and obtaining a division result;constructing a communication port mapping relationship of each node according to a division result; according to the communication port mapping relationship of each node, connecting the communicationports of each node in the computer cluster to obtain the brain-like computer special network topology structure, so the problems that the existing computer network topology adopts a star topology network, the communication data processing capability is limited by a central node, and when a large number of pulse packets need to be transmitted, the technical problem of channel congestion is solved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a method and device for designing a dedicated network topology for a brain-inspired computer. Background technique [0002] The calculation process of large-scale brain-like computers is mainly completed by spiking neural networks. Spiking Neuron Network (SNN) implements information transmission between neurons in the form of pulses, which is closest to the principle of biological neural networks, and is often hailed as the third-generation artificial neural network. Large-scale spiking neural networks are often used to explore the functions of life and biological tissues (such as the human brain). The information of SNN is encoded into the timing information of pulse packets through the neuron dynamics model. During the simulation process of large-scale SNN model, a large number of tiny pulse packets (each pulse packet is about a few bytes) will be generated every c...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04L12/721H04L12/751H04L45/02
CPCH04L41/12H04L45/12H04L45/02Y02D10/00
Inventor 林文杰刘怡俊蔡湧达叶武剑陈靖宇
Owner GUANGDONG UNIV OF TECH
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