• DocumentCode
    1708962
  • Title

    The Computation of Two-Dimensional Manifold for Hindmarsh-Rose Neuron Model

  • Author

    Jia, Meng ; Fan, Yangyu ; Tian, Weijian ; Zhao, Jiong

  • Author_Institution
    Dept. of Electron. & Inf., Northwestern Poly-Tech. Univ., Xi´´An, China
  • fYear
    2010
  • Firstpage
    379
  • Lastpage
    382
  • Abstract
    The Hind marsh-Rose (HR) Neuron not only contained the features of cell biological physical model, but also included the traits of non-linear dynamical system model. The paper analyzed the HR model by computing manifold. It computed the equilibria, simulated the bifurcation phenomenon of the parameters, estimated the unstable local manifold and computed the global manifold using the angle constraint method. The simulation results showed the trend of the unstable manifold and the distribution of the trajectories. It offered good results to study the chaos phenomenon of the HR mode.
  • Keywords
    bifurcation; cellular biophysics; medical computing; neural nets; nonlinear dynamical systems; Hindmarsh-Rose neuron model; angle constraint method; bifurcation phenomenon; cell biological physical model; chaos phenomenon; nonlinear dynamical system model; two-dimensional manifold computation; Analytical models; Bifurcation; Computational modeling; Manifolds; Mathematical model; Neurons; Trajectory; Manifold; chaos; manifold; non-linear system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
  • Conference_Location
    Kunming, Yunnan
  • Print_ISBN
    978-1-4244-8815-5
  • Type

    conf

  • DOI
    10.1109/IWCFTA.2010.65
  • Filename
    5671229