Global existence of periodic solutions in a six-neuron BAM neural network model with discrete delays

In this paper, a six-neuron BAM neural network model with discrete delays is considered. Using the global Hopf bifurcation theorem for FDE due to Wu [Symmetric functional differential equations and neural networks with memory, Trans. Am. Math. Soc. 350 (1998) 4799-4838] and the Bendixson's criterion for high-dimensional ODE due to Li and Muldowney [On Bendixson' criterion, J. Differential Equations 106 (1994) 27-39], a set of sufficient conditions for the system to have multiple periodic solutions are derived when the sum of delays is sufficiently large.

[1]  James S. Muldowney,et al.  On Bendixson′s Criterion , 1993 .

[2]  Jinde Cao,et al.  Stability and Hopf Bifurcation in a Simplified BAM Neural Network With Two Time Delays , 2007, IEEE Transactions on Neural Networks.

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

[4]  Jinde Cao,et al.  Stability analysis of delayed cellular neural networks , 1998, Neural Networks.

[5]  Shigui Ruan,et al.  Dynamics of a two-neuron system with discrete and distributed delays , 2004 .

[6]  Xianhua Tang,et al.  Stability and bifurcation analysis of a six-neuron BAM neural network model with discrete delays , 2011, Neurocomputing.

[7]  Xianhua Tang,et al.  Frequency domain analysis for bifurcation in a simplified tri-neuron BAM network model with two delays , 2010, Neural Networks.

[8]  Chengjun Sun,et al.  Global existence of periodic solutions in a special neural network model with two delays , 2009 .

[9]  Junjie Wei,et al.  Local and Global Hopf bifurcation in a Delayed Hematopoiesis Model , 2004, Int. J. Bifurc. Chaos.

[10]  Jianhong Wu,et al.  S1-degree and global Hopf bifurcation theory of functional differential equations , 1992 .

[11]  Jianhong Wu SYMMETRIC FUNCTIONAL DIFFERENTIAL EQUATIONS AND NEURAL NETWORKS WITH MEMORY , 1998 .

[12]  Roger D. Nussbaum,et al.  Periodic solutions of some nonlinear autonomous functional differential equations , 1974 .

[13]  J. Hopfield Neurons withgraded response havecollective computational properties likethoseoftwo-state neurons , 1984 .

[14]  Junjie Wei,et al.  Global existence of periodic solutions in a tri-neuron network model with delays , 2004 .

[15]  Xue-Zhong He,et al.  Delay-independent stability in bidirectional associative memory networks , 1994, IEEE Trans. Neural Networks.

[16]  X. Liao,et al.  Bifurcation analysis on a two-neuron system with distributed delays , 2001 .

[17]  Maoan Han,et al.  Global Hopf bifurcation analysis on a BAM neural network with delays , 2007, Math. Comput. Model..

[18]  J. Cao,et al.  Periodic oscillatory solution of bidirectional associative memory networks with delays. , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[19]  M. Fiedler Additive compound matrices and an inequality for eigenvalues of symmetric stochastic matrices , 1974 .

[20]  Lihong Huang,et al.  Linear stability and Hopf bifurcation in a three-unit neural network with two delays , 2006, Neurocomputing.

[21]  Junjie Wei,et al.  Qualitative analysis of a neural network model with multiple time delays , 1999 .

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

[23]  Xiaolin Li,et al.  Stability and Bifurcation in a Neural Network Model with Two Delays , 2011 .

[24]  Wan-Tong Li,et al.  Bifurcation and global periodic solutions in a delayed facultative mutualism system , 2007 .

[25]  James S. Muldowney,et al.  Compound matrices and ordinary differential equations , 1990 .

[26]  Jinde Cao,et al.  Stability and Hopf bifurcation analysis on a four-neuron BAM neural network with time delays , 2006 .

[27]  Chunrui Zhang,et al.  Global existence of periodic solutions on a simplified BAM neural network model with delays , 2008 .

[28]  Xiaofeng Liao,et al.  Local stability, Hopf and resonant codimension-Two bifurcation in a harmonic oscillator with Two Time delays , 2001, Int. J. Bifurc. Chaos.

[29]  Lihong Huang,et al.  Periodic oscillation for a class of neural networks with variable coefficients , 2005 .

[30]  Lihong Huang,et al.  Hopf bifurcating periodic orbits in a ring of neurons with delays , 2003 .

[31]  Lihong Huang,et al.  Linear Stability and Hopf bifurcation in a Two-Neuron Network with Three Delays , 2004, Int. J. Bifurc. Chaos.