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
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