A Model of Chaotic Neural Network and Its Application

GAO Chun-tao

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A Model of Chaotic Neural Network and Its Application

更新时间：2026-07-10

- A Model of Chaotic Neural Network and Its Application
- Vol. 15, Issue 2, Pages: 35-38(2010)
- 作者机构：
  
  哈尔滨商业大学基础科学学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published：2010
- 稿件说明：
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GAO Chun-tao. A Model of Chaotic Neural Network and Its Application[J]. 2010, 15(2): 35-38.
DOI：

GAO Chun-tao. A Model of Chaotic Neural Network and Its Application[J]. 2010, 15(2): 35-38. DOI：

摘要

提出一种新的混沌神经元模型

该神经元的激励函数由复合正弦函数和Sigmoid函数构成

通过分叉图及Lyapunov指数的计算

分析了其动力学特征.基于该模型构造了一种新的暂态混沌特征神经网络

并将其应用于组合优化问题.仿真实验结果表明了该算法的有效性与可行性.

Abstract

We give a new kind of chaotic neuron model whose activation function is composed of the Sine function and Sigmoid function

through the bifurcation diagram and Lyapunov index calculation

an analysis of the characteristics of its dynamics.Based on this neuron model

we propose a new kind of transient chaotic neural network

and used to function combinational optimization problems.The simulation results show the efficiency of the proposed algorithm.

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