• DocumentCode
    2273119
  • Title

    Dynamics analysis of fractional order three-dimensional Hopfield neural network

  • Author

    Zhang, Ran ; Qi, Dawei ; Wang, Yanzhi

  • Author_Institution
    Northeast Forestry Univ., Harbin, China
  • Volume
    6
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    3037
  • Lastpage
    3039
  • Abstract
    Fractional order three-dimensional Hopfield neural network are considered. The dynamic behaviors of fractional order differential systems have received increasing attention in recent decades. In this paper, a fractional order financial system is proposed. This system displays many interesting dynamic behaviors, such as stability and chaos. We first consider the properties of stability and chaos of fractional order three-dimensional Hopfield neural network, and than investigate the differences from the integer order one by using the qualitative theory. Finally, we give some numerical simulations are carried out to illustrate the obtained results.
  • Keywords
    Hopfield neural nets; differential equations; dynamics analysis; fractional order differential systems; fractional order financial system; fractional order three-dimensional Hopfield neural network; qualitative theory; Artificial neural networks; Chaos; Forestry; Hopfield neural networks; Numerical simulation; Numerical stability; Stability analysis; Hopfield neural network; chaos; fractional order; stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5582371
  • Filename
    5582371