Inference of Time-Evolving Coupled Dynamical Systems in the Presence of Noise
Inference of Time-Evolving Coupled Dynamical Systems in the Presence of Noise
A new method is introduced for analysis of interactions between time-dependent coupled oscillators, based on the signals they generate. It distinguishes unsynchronized dynamics from noise-induced phase slips, and enables the evolution of the coupling functions and other parameters to be followed. It is based on phase dynamics, with Bayesian inference …