Breakdown of order preservation in symmetric oscillator networks with pulse-coupling

被引:11
作者
Kielblock, Hinrich [1 ]
Kirst, Christoph [1 ,2 ]
Timme, Marc [1 ,3 ]
机构
[1] Max Planck Inst Dynam & Self Org MPIDS, Network Dynam Grp, D-37073 Gottingen, Germany
[2] BCCN Berlin, D-10099 Berlin, Germany
[3] BCCN Gottingen, D-37073 Gottingen, Germany
关键词
UNSTABLE ATTRACTORS; SYNCHRONIZATION; DYNAMICS; ROBUSTNESS; PATTERNS; KURAMOTO; CYCLES;
D O I
10.1063/1.3589960
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Symmetric networks of coupled dynamical units exhibit invariant subspaces with two or more units synchronized. In time-continuously coupled systems, these invariant sets constitute barriers for the dynamics. For networks of units with local dynamics defined on the real line, this implies that the units' ordering is preserved and that their winding number is identical. Here, we show that in permutation-symmetric networks with pulse-coupling, the order is often no longer preserved. We analytically study a class of pulse-coupled oscillators (characterizing for instance the dynamics of spiking neural networks) and derive quantitative conditions for the breakdown of order preservation. We find that in general pulse-coupling yields additional dimensions to the state space such that units may change their order by avoiding the invariant sets. We identify a system of two symmetrically pulse-coupled identical oscillators where, contrary to intuition, the oscillators' average frequencies and thus their winding numbers are different. (C) 2011 American Institute of Physics. [doi:10.1063/1.3589960]
引用
收藏
页数:10
相关论文
共 55 条
[1]   ASYNCHRONOUS STATES IN NETWORKS OF PULSE-COUPLED OSCILLATORS [J].
ABBOTT, LF ;
VANVREESWIJK, C .
PHYSICAL REVIEW E, 1993, 48 (02) :1483-1490
[2]   The Kuramoto model:: A simple paradigm for synchronization phenomena [J].
Acebrón, JA ;
Bonilla, LL ;
Vicente, CJP ;
Ritort, F ;
Spigler, R .
REVIEWS OF MODERN PHYSICS, 2005, 77 (01) :137-185
[3]  
[Anonymous], 2000, Methods in equivariant bifurcations and dynamical systems, volume 15 of Advanced Series in Nonlinear Dynamics
[4]  
[Anonymous], 1999, Spikes: Exploring the Neural Code
[5]  
[Anonymous], 1984, Progress of Theoretical Physics Supplement, DOI DOI 10.1143/PTPS.79.223
[6]  
[Anonymous], 1918, NACHR GES WISS GOETT
[7]   THE DYNAMICS OF N-WEAKLY COUPLED IDENTICAL OSCILLATORS [J].
ASHWIN, P ;
SWIFT, JW .
JOURNAL OF NONLINEAR SCIENCE, 1992, 2 (01) :69-108
[8]  
Ashwin P, 2004, PHYS REV E, V70, DOI 10.1103/PhysRevE.70.026203
[9]   Unstable attractors: existence and robustness in networks of oscillators with delayed pulse coupling [J].
Ashwin, P ;
Timme, M .
NONLINEARITY, 2005, 18 (05) :2035-2060
[10]   Nonlinear dynamics - When instability makes sense [J].
Ashwin, P ;
Timme, M .
NATURE, 2005, 436 (7047) :36-37