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
[21]   Dynamically maintained spike timing sequences in networks of pulse-coupled oscillators with delays [J].
Gong, Pulin ;
van Leeuwen, Cees .
PHYSICAL REVIEW LETTERS, 2007, 98 (04)
[22]   EARTHQUAKE CYCLES AND NEURAL REVERBERATIONS - COLLECTIVE OSCILLATIONS IN SYSTEMS WITH PULSE-COUPLED THRESHOLD ELEMENTS [J].
HERZ, AVM ;
HOPFIELD, JJ .
PHYSICAL REVIEW LETTERS, 1995, 75 (06) :1222-1225
[23]  
Hirsch M. W., 1974, DIFF EQUAT
[24]   Stable irregular dynamics in complex neural networks [J].
Jahnke, Sven ;
Memmesheimer, Raoul-Martin ;
Timme, Marc .
PHYSICAL REVIEW LETTERS, 2008, 100 (04)
[25]   How chaotic is the balanced state? [J].
Jahnke, Sven ;
Memmesheimer, Raoul-Martin ;
Timme, Marc .
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2009, 3
[26]   Multispikes and synchronization in a large neural network with temporal delays [J].
Karbowski, J ;
Kopell, N .
NEURAL COMPUTATION, 2000, 12 (07) :1573-1606
[27]   Sequential Desynchronization in Networks of Spiking Neurons with Partial Reset [J].
Kirst, Christoph ;
Geisel, Theo ;
Timme, Marc .
PHYSICAL REVIEW LETTERS, 2009, 102 (06)
[28]   From networks of unstable attractors to heteroclinic switching [J].
Kirst, Christoph ;
Timme, Marc .
PHYSICAL REVIEW E, 2008, 78 (06)
[29]   Slow switching in globally coupled oscillator: robustness and occurrence through delayed coupling [J].
Kori, H ;
Kuramoto, Y .
PHYSICAL REVIEW E, 2001, 63 (04)
[30]   Robust heteroclinic cycles [J].
Krupa, M .
JOURNAL OF NONLINEAR SCIENCE, 1997, 7 (02) :129-176