JOURNAL OF LIGHT INDUSTRY

CN 41-1437/TS  ISSN 2096-1553

Volume 30 Issue 5-6
November 2015
Article Contents
LIU Na, ZHOU Qiong and SUN Jun-man. Research on the complex dynamical behavior for a 5-dimensional linear neural network[J]. Journal of Light Industry, 2015, 30(5-6): 129-133. doi: 10.3969/j.issn.2095-476X.2015.5/6.027
Citation: LIU Na, ZHOU Qiong and SUN Jun-man. Research on the complex dynamical behavior for a 5-dimensional linear neural network[J]. Journal of Light Industry, 2015, 30(5-6): 129-133. doi: 10.3969/j.issn.2095-476X.2015.5/6.027 shu

Research on the complex dynamical behavior for a 5-dimensional linear neural network

  • Received Date: 2015-06-05
    Available Online: 2015-11-15
  • Aiming at the model of a 5-dimensional linear neural network, a controller which could ensure that the solution of the controlled system was uniformly bounded was introduced to analyze the relationship between the change rate of the phase volume, Lyapunov exponents and the divergence of system.A judging standard for the controlled system was obtained, which meant that different system parameter would present different state, such as dissipative chaos system, conservative system and unstable system.Simulation results show that the system would present complex dynamical behaviors while the system parameters change, and the controlled system would be hyperchaotic when some conditions were satisfied.
  • 加载中
    1. [1]

      Wu C H,Zhang Y B,Yang N N.Analysis of a novel four-wing hyperchaotic system from pseudo to real and circuit experimental research[C]//Information Science,Electronics and Electrical Engineering(ISEEE),Sapporo:IEEE,2014:1138-1142.

    2. [2]

      Hammami S.Hybrid synchronization of discrete-time hyperchaotic systems based on aggregation techniques for image encryption[C]//Sciences and Techniques of Automatic Control and Computer Engineering(STA),Sousse:IEEE,,2013,325-330.

    3. [3]

      Abooee A,Jahed-Motlagh M R.A new hyperchaotic secure communication scheme and its circuitry realization[C]//Electrical Engineering(ICEE),Iranian:IEEE,2014:1295-1300.

    4. [4]

      Hammami S.Using discrete-time hyperchaotic-based asymmetric encryption and decryption keys for secure signal transmission[C]//Communication Systems,Networks & Digital Signal Processing(CSNDSP),Manchester:IEEE,2014:1054-1059.

    5. [5]

      Said Sadoudi,Camel Tanougast,Mohamed Salah Azzaz,et al.Design and FPGA implementation of a wireless hyperchaotic communication system for secure real-time image transmission[J].EURASIP Journal on Image and Video Processing,2013(1):43.

    6. [6]

      Rossler O E.An equation for hyperchaos[J].Phys Lett A,1979,71:155.

    7. [7]

      Matsumoto T,Chua L O,Kobayashi K.Hyperchaos:laboratory experiment and numerical confirmation[J].IEEE Trans Cite Syst Ⅰ,1986,33:1143.

    8. [8]

      Qi G,Chen G,M A van Wyk,et al.A four-wing chaotic attractor generated from a new 3-D quadratic chaotic system[J].Chaos,Solitons and Fractals,2008,38:705.

    9. [9]

      Cang S,Qi G.A four-wing-hyper-chaotic attractor and transient chaos generated from a new 4-D quadratic autonomous system[J].Nonlinear Dynamics,2010,46(4):263.

    10. [10]

      Nikolov S,Clodong S.Occurrence of regular chaotic and hyperchaos behavior in a family of modified Rossler hyperchaotic systems[J].Chaos,Solitons and Fractals,2004,22:407.

    11. [11]

      刘扬正.超混沌Lü 系统的电路实现[J].物理学报,2008,57:1439.

    12. [12]

      Shen C W,Yu S M,Lü J H,et al.Generating hyperchaotic systems with multiple positive Lyapunov exponents[C]//Control Conference(ASCC),Istanbul:IEEE,2013:1-5.

    13. [13]

      Shen C W,Yu S M,Lü J H.Designing hyperchaotic systems with any desired number of positive Lyapunov exponents via a simple model[J].IEEE Trans Circ Syst Ⅰ,2014,61:2380.

    14. [14]

      Shen C W,Yu S M,Lü J H.A systematic methodology for constructing hyperchaotic systems with multiple positive Lyapunov exponents and circuit implementation[J].IEEE Trans Circ Syst Ⅰ,2014,61:854.

Article Metrics

Article views(1019) PDF downloads(31) Cited by()

Ralated
    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return