Bifurcations in a planar system of differential delay equations modeling neural activity

Abstract A planar system of differential delay equations modeling neural activity is investigated. The stationary points and their saddle-node bifurcations are estimated. By an analysis of the associated characteristic equation, Hopf bifurcations are demonstrated. At the intersection points of the saddle-node and Hopf bifurcation curves in an appropriate parameter plane, the existence of Bogdanov–Takens singularities is shown. The properties of the Bogdanov–Takens singularities are studied by applying the center manifold and normal form theory. A numerical example illustrates the obtained results.

[1]  P. van den Driessche,et al.  On the stability of differential-difference equations , 1976, The Journal of the Australian Mathematical Society. Series B. Applied Mathematics.

[2]  C. W. Kilmister,et al.  Studies in Mathematical Biology , 1979, The Mathematical Gazette.

[3]  Jack K. Hale,et al.  Introduction to Functional Differential Equations , 1993, Applied Mathematical Sciences.

[4]  S. Ruan,et al.  Stability and bifurcation in a neural network model with two delays , 1999 .

[5]  S. Godoy,et al.  Stability and Existence of Periodic Solutions of a Functional Differential Equation , 1996 .

[6]  Floris Takens,et al.  Singularities of vector fields , 1974 .

[7]  Plácido Z. Táboas,et al.  Periodic solutions of a planar delay equation , 1990, Proceedings of the Royal Society of Edinburgh: Section A Mathematics.

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

[9]  E. Izhikevich,et al.  Weakly connected neural networks , 1997 .

[10]  Y. Kuznetsov Elements of Applied Bifurcation Theory , 2023, Applied Mathematical Sciences.

[11]  Wolf-Jürgen Beyn,et al.  The Numerical Computation of Homoclinic Orbits for Maps , 1997 .

[12]  Margarete Z. Baptistini,et al.  On the Existence and Global Bifurcation of Periodic Solutions to Planar Differential Delay Equations , 1996 .

[13]  J. Bélair Stability in a model of a delayed neural network , 1993 .

[14]  A. Zapp,et al.  Stability and Hopf Bifurcation in Differential Equations with One Delay , 2001 .

[15]  K. Gopalsamy,et al.  Delay induced periodicity in a neural netlet of excitation and inhibition , 1996 .

[16]  J J Hopfield,et al.  Neurons with graded response have collective computational properties like those of two-state neurons. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[17]  U. Heiden Analysis Of Neural Networks , 1980 .

[18]  Wolf-Jürgen Beyn,et al.  The Numerical Computation of Connecting Orbits in Dynamical Systems , 1990 .

[19]  Xingfu Zou,et al.  Patterns of sustained oscillations in neural networks with delayed interactions , 1995 .

[20]  Edgar Knobloch,et al.  An unfolding of the Takens-Bogdanov singularity , 1991 .

[21]  S. Ruan,et al.  Periodic solutions of planar systems with two delays , 1999, Proceedings of the Royal Society of Edinburgh: Section A Mathematics.

[22]  Jacques Bélair,et al.  Bifurcations, stability, and monotonicity properties of a delayed neural network model , 1997 .

[23]  R. I. Bogdanov Versal deformations of a singular point of a vector field on the plane in the case of zero eigenvalues , 1975 .

[24]  R. Westervelt,et al.  Stability of analog neural networks with delay. , 1989, Physical review. A, General physics.