Network Reconstruction from Random Phase Resetting

被引:102
作者
Levnajic, Zoran [1 ]
Pikovsky, Arkady [1 ]
机构
[1] Univ Potsdam, Dept Phys & Astron, D-14476 Potsdam, Germany
关键词
COMPLEX NETWORKS; SYNCHRONIZATION; BIOLOGY;
D O I
10.1103/PhysRevLett.107.034101
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We propose a novel method of reconstructing the topology and interaction functions for a general oscillator network. An ensemble of initial phases and the corresponding instantaneous frequencies is constructed by repeating random phase resets of the system dynamics. The desired details of network structure are then revealed by appropriately averaging over the ensemble. The method is applicable for a wide class of networks with arbitrary emergent dynamics, including full synchrony.
引用
收藏
页数:4
相关论文
共 33 条
[1]   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
[2]   Phase-Resetting Curves Determine Synchronization, Phase Locking, and Clustering in Networks of Neural Oscillators [J].
Achuthan, Srisairam ;
Canavier, Carmen C. .
JOURNAL OF NEUROSCIENCE, 2009, 29 (16) :5218-5233
[3]  
[Anonymous], 2003, COURIER CORPORATION
[4]  
[Anonymous], 1994, Kernel smoothing
[5]  
[Anonymous], 2007, Phase resetting in medicine and biology: stochastic modelling and data analysis
[6]   Synchronization reveals topological scales in complex networks [J].
Arenas, A ;
Díaz-Guilera, A ;
Pérez-Vicente, CJ .
PHYSICAL REVIEW LETTERS, 2006, 96 (11)
[7]   Synchronization in complex networks [J].
Arenas, Alex ;
Diaz-Guilera, Albert ;
Kurths, Jurgen ;
Moreno, Yamir ;
Zhou, Changsong .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2008, 469 (03) :93-153
[8]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[9]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[10]   Characterization of complex networks: A survey of measurements [J].
Costa, L. Da F. ;
Rodrigues, F. A. ;
Travieso, G. ;
Boas, P. R. Villas .
ADVANCES IN PHYSICS, 2007, 56 (01) :167-242