Inflection, Canards and Folded Singularities in Excitable Systems: Application to a 3D FitzHugh-Nagumo Model

被引:9
作者
Albizuri, J. Uria [1 ]
Desroches, M. [2 ]
Krupa, M. [2 ,3 ]
Rodrigues, S. [1 ,4 ]
机构
[1] Basque Ctr Appl Math BCAM, MCEN Team, Alameda Mazzaredo 14, Bilbao 48009, Bizkaia, Spain
[2] Inria Sophia Antipolis Mediterranee, MathNeuro Team, 2004 Route Lucioles-BP93, F-06902 Sophia Antipolis, France
[3] Univ Cote dAzur, Lab Jean Alexandre Dieudonne, Campus Valrose, F-06000 Nice, France
[4] Basque Sci Fdn, Ikerbasque, Bilbao, Bizkaia, Spain
关键词
Slow-fast systems; Canard solutions; Excitability; Inflection set; Folded singularity; Mixed-mode oscillations; Threshold; SLOW INVARIANT-MANIFOLDS; RELAXATION OSCILLATIONS; FALSE BIFURCATIONS; CURVATURE; NEURONS; PASSAGE; SPACE; PHASE; FLOW;
D O I
10.1007/s00332-020-09650-9
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Specific kinds of physical and biological systems exhibit complex Mixed-Mode Oscillations mediated by folded-singularity canards in the context of slow-fast models. The present manuscript revisits these systems, specifically by analysing the dynamics near a folded singularity from the viewpoint of inflection sets of the flow. Originally, the inflection set method was developed for planar systems [Brons and Bar-Eli in Proc R Soc A 445(1924):305-322, 1994; Okuda in Prog Theor Phys 68(6):1827-1840, 1982; Peng et al. in Philos Trans R Soc A 337(1646):275-289, 1991] and then extended toN-dimensional systems [Ginoux et al. in Int J Bifurc Chaos 18(11):3409-3430, 2008], although not tailored to specific dynamics (e.g. folded singularities). In our previous study, we identified components of the inflection sets that classify several canard-type behaviours in 2D systems [Desroches et al. in J Math Biol 67(4):989-1017, 2013]. Herein, we first survey the planar approach and show how to adapt it for 3D systems with an isolated folded singularity by considering a suitable reduction of such 3D systems to planar non-autonomous slow-fast systems. This leads us to the computation of parametrized families of inflection sets of one component of that planar (non-autonomous) system, in the vicinity of a folded node or of a folded saddle. We then show that a novel component of the inflection set emerges, which approximates and follows the axis of rotation of canards associated to folded-node and folded-saddle singularities. Finally, we show that a similar inflection-set component occurs in the vicinity of a delayed Hopf bifurcation, a scenario that can arise at the transition between folded node and folded saddle. These results are obtained in the context of a canonical model for folded-singularity canards and subsequently we show it is also applicable to complex slow-fast models. Specifically, we focus the application towards the self-coupled 3D FitzHugh-Nagumo model, but the method is generically applicable to higher-dimensional models with isolated folded singularities, for instance in conductance-based models and other physical-chemical systems.
引用
收藏
页码:3265 / 3291
页数:27
相关论文
共 51 条
[1]   Burst discharge in primary sensory neurons: Triggered by subthreshold oscillations, maintained by depolarizing afterpotentials [J].
Amir, R ;
Michaelis, M ;
Devor, M .
JOURNAL OF NEUROSCIENCE, 2002, 22 (03) :1187-1198
[2]  
[Anonymous], 1985, USP MAT NAUK
[3]  
[Anonymous], 1990, Publications Mathematiques De L'institut Des Hautes Etudes Scientifiques
[4]  
Arnold V. I., 1994, Dynamical Systems V: Bifurcation Theory and Catastrophe Theory (Encyclopaedia of Mathematical Sciences)
[5]  
Arnold V. I., 1990, P GIBBS S, P163
[6]   THE SLOW PASSAGE THROUGH A HOPF-BIFURCATION - DELAY, MEMORY EFFECTS, AND RESONANCE [J].
BAER, SM ;
ERNEUX, T ;
RINZEL, J .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1989, 49 (01) :55-71
[7]   SLOW MANIFOLDS AND MIXED-MODE OSCILLATIONS IN THE BELOUSOV-ZHABOTINSKII REACTION [J].
BARKLEY, D .
JOURNAL OF CHEMICAL PHYSICS, 1988, 89 (09) :5547-5559
[8]  
BENOIT E, 1982, CR ACAD SCI I-MATH, V294, P483
[9]   Extending the zero-derivative principle for slow-fast dynamical systems [J].
Benoit, Eric ;
Brons, Morten ;
Desroches, Mathieu ;
Krupa, Martin .
ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND PHYSIK, 2015, 66 (05) :2255-2270
[10]  
Berglund N., 1998, THESIS