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
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;
Conference_Titel :
Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
Conference_Location :
Kunming, Yunnan
Print_ISBN :
978-1-4244-8815-5
DOI :
10.1109/IWCFTA.2010.65