电子学报 ›› 2016, Vol. 44 ›› Issue (4): 933-943.DOI: 10.3969/j.issn.0372-2112.2016.04.026

• 学术论文 • 上一篇    下一篇

变参数细胞神经网络的分数阶可切换多元电路设计及仿真

张小红, 俞梁华   

  1. 江西理工大学信息学院, 江西赣州 341000
  • 收稿日期:2014-09-16 修回日期:2015-03-14 出版日期:2016-04-25 发布日期:2016-04-25
  • 作者简介:张小红 女,1966年8月出生,河北昌黎人.现为江西理工大学信息工程学院教授、博士、硕士生导师.研究方向为无线传感器网络、非线性动力学理论、混沌保密通信. E-mail:xiaohongzh@263.net;俞梁华 男,1989年2月出生,江西上饶人.2013年在江西理工大学获得学士学位,现为江西理工大学硕士研究生.主要从事细胞神经网络方面的研究工作.
  • 基金资助:

    国家自然科学基金(No.61363076,No.11062002);江西省自然科学基金(No.20142BAB207020);江西省教育厅科技项目(No.GJJ14465,No.GJJ14439);江西省研究生创新专项资金(No.YC2014-S368)

Multi-Element Circuit Simulation of Alterable Parameters and Switchable Fractional-Order Cellular Neural Networks

ZHANG Xiao-hong, YU Liang-hua   

  1. Jiangxi University of Science and Technology Information Institute, Ganzhou, Jiangxi 341000, China
  • Received:2014-09-16 Revised:2015-03-14 Online:2016-04-25 Published:2016-04-25

摘要:

构建新的整数阶三维细胞神经网络系统,通过对其非线性动力学分析、数值计算与电路仿真,验证了该系统混沌吸引子的存在性及物理上的可实现性.同时通过调节线性参数b,研究了新的细胞神经网络系统在基于分数阶qi(i=1,2,3)不同组合条件下所表现出的混沌特性.结合分数阶电路理论分析分数阶电路中各单元电路形式,并设计了相应参数b可变、阶数值qi可切换的分数阶细胞神经网络电路系统.经统计本设计可实现13824种多元组合电路,并选取具有代表性组合电路进行电路仿真.仿真结果表明,多元电路仿真和数值仿真具有相似的混沌相图,从而证实了细胞神经网络在分数阶条件下仍表现出丰富的动力学特性,具有灵活实用价值和现实推广意义.

关键词: 细胞神经网络, 分数阶电路, 混沌吸引子, 电路仿真, 可切换电路

Abstract:

Designed a new integer-order and three-dimensional cellular neural networks system.Through nonlinear dynamics analysis,numerical calculation and circuit simulation,the existence of chaotic attractor and realizability in physical about the system were verified.At the same time,studied the system's chaotic characteristics under the conditions of different combination about fractional order qi(i=1,2,3),by adjusting the linear parameter b.According to the theoretical analysis of each unit circuit of fractional-order circuit,designed a corresponding fractional order cellular neural networks system,which has variable parameter b and switchable qi.Statically,the design can realize 13824 kinds of multiple combination circuits.This paper selects several representative combinational circuits for circuit simulation.The simulation results show that multiple circuit simulation and numerical simulation have similar chaos phase diagram,which confirmed the system still has rich dynamic characteristics under the condition of the fractional-order,also has flexible application value and realistic significance.

Key words: cellular neural networks, fractional-order circuit, chaotic attractor, circuit simulation, switchable circuit

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