Reliability of Coupled Oscillators

被引:32
作者
Lin, Kevin K. [1 ]
Shea-Brown, Eric [2 ]
Young, Lai-Sang [3 ]
机构
[1] Univ Arizona, Dept Math, Tucson, AZ 85721 USA
[2] Univ Washington, Dept Appl Math, Seattle, WA 98195 USA
[3] NYU, Courant Inst Math Sci, New York, NY USA
基金
美国国家科学基金会;
关键词
Coupled oscillators; Random dynamical systems; Neural network dynamics; PHASE-LOCKING; STRANGE ATTRACTORS; SYNCHRONIZATION; POPULATIONS; SYSTEMS; CYCLES;
D O I
10.1007/s00332-009-9042-5
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study the reliability of phase oscillator networks in response to fluctuating inputs. Reliability means that an input elicits essentially identical responses upon repeated presentations, regardless of the network's initial condition. Single oscillators are well known to be reliable. We show in this paper that unreliable behavior can occur in a network as small as a coupled oscillator pair in which the signal is received by the first oscillator and relayed to the second with feedback. A geometric explanation based on shear-induced chaos at the onset of phase-locking is proposed. We treat larger networks as decomposed into modules connected by acyclic graphs, and give a mathematical analysis of the acyclic parts. Moreover, for networks in this class, we show how the source of unreliability can be localized, and address questions concerning downstream propagation of unreliability once it is produced.
引用
收藏
页码:497 / 545
页数:49
相关论文
共 56 条
[1]  
[Anonymous], MATH ASPECTS HEART P
[2]  
[Anonymous], ARXIV07080862V1NLINA
[3]  
[Anonymous], PROBL INF TRANSM
[4]  
[Anonymous], 1998, MULTIPLICATIVE ERGOD, DOI DOI 10.1007/978-3-662-12878-7_4
[5]  
[Anonymous], 1995, Geometry of Sets and Measures in Euclidean Spaces
[6]  
[Anonymous], NATO ASI SERIES
[7]  
[Anonymous], ANN MATH IN PRESS
[8]  
[Anonymous], REP PROG PHYS
[9]  
[Anonymous], 1996, NEURAL COMPUT
[10]  
[Anonymous], 1997, Cambridge Studies in Advanced Mathematics