title: Bifurcation structure of two coupled FHN neurons with delay.
abstract: This paper presents an investigation of the dynamics of two coupled non-identical FitzHugh-Nagumo neurons with delayed synaptic connection. We consider coupling strength and time delay as bifurcation parameters, and try to classify all possible dynamics which is fairly rich. The neural system exhibits a unique rest point or three ones for the different values of coupling strength by employing the pitchfork bifurcation of non-trivial rest point. The asymptotic stability and possible Hopf bifurcations of the trivial rest point are studied by analyzing the corresponding characteristic equation. Homoclinic, fold, and pitchfork bifurcations of limit cycles are found. The delay-dependent stability regions are illustrated in the parameter plane, through which the double-Hopf bifurcation points can be obtained from the intersection points of two branches of Hopf bifurcation. The dynamical behavior of the system may exhibit one, two, or three different periodic solutions due to pitchfork cycle and torus bifurcations (Neimark-Sacker bifurcation in the Poincare map of a limit cycle), of which detection was impossible without exact and systematic dynamical study. In addition, Hopf, double-Hopf, and torus bifurcations of the non trivial rest points are found. Bifurcation diagrams are obtained numerically or analytically from the mathematical model and the parameter regions of different behaviors are clarified.
authors.affiliation: Department of Mathematical Sciences, Sharif University of Technology, Tehran 1497945961, Iran. Electronic address: niloofarfarajzadeh83@gmail.com.
authors.forename: Niloofar
authors.initials: N
authors.lastname: Farajzadeh Tehrani
authors.affiliation: Department of Mathematical Sciences, Sharif University of Technology, Tehran 1497945961, Iran.
authors.forename: MohammadReza
authors.initials: M
authors.lastname: Razvan
mesh_terms: D000818:Animals; D055641:Mathematical Concepts; D008959:Models, Neurological; D009415:Nerve Net / Q000502:physiology; D009474:Neurons / Q000502:physiology*; D009435:Synaptic Transmission / Q000502:physiology
keywords: Delay differential equation; Double-Hopf bifurcation; FitzHugh–Nagumo neural model; Fold of limit cycles; Hopf–Pitchfork bifurcation; Torus bifurcation