Hopf-pitchfork bifurcation analysis in a coupled FHN neurons model with delay

In this paper, we study a coupled FitzHugh-Nagumo (FHN) neurons model with time delay. The existence conditions on Hopf-pitchfork singularity are given. By selecting the coupling strength and time delay as the bifurcation parameters, and by means of the center manifold reduction and normal form theory, the normal form for this singularity is found to analyze the behaviors of the system. We perform the bifurcation analysis and numerical simulations, and present the bifurcation diagrams. Some interesting phenomena are observed, such as the existence of a stable fixed point, a stable periodic solution, a pair of stable fixed points, and the coexistence of a pair of stable fixed points and a stable periodic solution near the Hopf-pitchfork critical point.

[1]  A. Hodgkin,et al.  A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.

[2]  R. FitzHugh Impulses and Physiological States in Theoretical Models of Nerve Membrane. , 1961, Biophysical journal.

[3]  S. Yoshizawa,et al.  An Active Pulse Transmission Line Simulating Nerve Axon , 1962, Proceedings of the IRE.

[4]  A. Bautin Qualitative investigation of a particular nonlinear system: PMM vol. 39, n≗ 4, 1975, pp. 633–641 , 1975 .

[5]  J. Hale Theory of Functional Differential Equations , 1977 .

[6]  J. Carr Applications of Centre Manifold Theory , 1981 .

[7]  P. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.

[8]  L. Chua,et al.  Normal forms for nonlinear vector fields. I. Theory and algorithm , 1988 .

[9]  L. Chua,et al.  Normal forms for nonlinear vector fields. II. Applications , 1989 .

[10]  S. Chow,et al.  Normal Forms and Bifurcation of Planar Vector Fields , 1994 .

[11]  L. Magalhães,et al.  Normal Forms for Retarded Functional Differential Equations and Applications to Bogdanov-Takens Singularity , 1995 .

[12]  L. Magalhães,et al.  Normal Forms for Retarded Functional Differential Equations with Parameters and Applications to Hopf Bifurcation , 1995 .

[13]  Shun-ichi Amari,et al.  Adaptive blind signal processing-neural network approaches , 1998, Proc. IEEE.

[14]  Hiroshi Kawakami,et al.  Bifurcations in Synaptically Coupled BVP Neurons , 2001, Int. J. Bifurc. Chaos.

[15]  TETSUSHI UETA,et al.  Bifurcation in asymmetrically coupled BVP oscillators , 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

[16]  N. Buric,et al.  Dynamics of FitzHugh-Nagumo excitable systems with delayed coupling. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  Hiroshi Kawakami,et al.  Bifurcation and Chaos in Coupled BVP oscillators , 2004, Int. J. Bifurc. Chaos.

[18]  Hojjat Adeli,et al.  Optimum cost design of reinforced concrete slabs using neural dynamics model , 2005, Eng. Appl. Artif. Intell..

[19]  Junjie Wei,et al.  Stability and Hopf bifurcation analysis on a simplified BAM neural network with delays , 2005 .

[20]  Zhigang Zeng,et al.  Analysis and Design of Associative Memories Based on Recurrent Neural Networks with Linear Saturation Activation Functions and Time-Varying Delays , 2007, Neural Computation.

[21]  Zhigang Zeng,et al.  Pattern memory analysis based on stability theory of cellular neural networks , 2008 .

[22]  Zhigang Zeng,et al.  Design and Analysis of High-Capacity Associative Memories Based on a Class of Discrete-Time Recurrent Neural Networks , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[23]  Antonio J. Plaza,et al.  On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images , 2009, Pattern Recognit..

[24]  Guanrong Chen,et al.  Bifurcation and synchronization of synaptically coupled FHN models with time delay , 2009 .

[25]  Weihua Jiang,et al.  Hopf-pitchfork bifurcation in van der Pol's oscillator with nonlinear delayed feedback , 2010 .

[26]  Dejun Fan,et al.  Hopf bifurcation analysis in a synaptically coupled FHN neuron model with delays , 2010 .

[27]  X. Liao,et al.  Edge detection of noisy images based on cellular neural networks , 2011 .

[28]  Pei Yu,et al.  Bifurcation analysis in a recurrent neural network model with delays , 2013, Commun. Nonlinear Sci. Numer. Simul..

[29]  Weihua Jiang,et al.  On the coexistence of periodic or quasi-periodic oscillations near a Hopf-pitchfork bifurcation in NFDE , 2013, Commun. Nonlinear Sci. Numer. Simul..

[30]  Haihong Liu,et al.  Dynamic effects of time delay on a coupled FitzHugh–Nagumo neural system , 2015 .