Distinguishing direct from indirect interactions in oscillatory networks with multiple time scales.
We propose a method to infer the coupling structure in networks of nonlinear oscillatory systems with multiple time scales. The method of partial phase synchronization allows us to infer the coupling structure for coupled nonlinear oscillators with one well-defined time scale. The case of oscillators with multiple time scales has remained a challenge until now. Here, we introduce partial recurrence based synchronization analysis to tackle this challenge. We successfully apply the proposed method to model systems and experimental data from coupled electrochemical oscillators. The statistical significance of the results is evaluated based on a surrogate hypothesis test.
Nawrath
Jakob
J
Physics Department, University of Freiburg, Hermann-Herder Str. 3, 79104 Freiburg, Germany. jakob.nawrath@gmx.de
Romano
M Carmen
MC
Thiel
Marco
M
Kiss
István Z
IZ
Wickramasinghe
Mahesh
M
Timmer
Jens
J
Kurths
Jürgen
J
Schelter
Björn
B
D004563:Electrochemistry; D008962:Models, Theoretical; D015999:Multivariate Analysis; D017711:Nonlinear Dynamics; D010507:Periodicity; D013997:Time Factors