159 citations · 308 across the 9 of their papers we have counts for
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A Tutorial on Time-Evolving Dynamical Bayesian Inference
Tomislav Stankovski, Andrea Duggento, Peter V. E. McClintock +1
In view of the current availability and variety of measured data, there is an increasing demand for powerful signal processing tools that can cope successfully with the associated…
Dynamical Bayesian Inference of Time-evolving Interactions: From a Pair of Coupled Oscillators to Networks of Oscillators
Andrea Duggento, Tomislav Stankovski, Peter V. E. McClintock +1
Living systems have time-evolving interactions that, until recently, could not be identified accurately from recorded time series in the presence of noise. Stankovski et al. (Phys.…
Inference of Time-Evolving Coupled Dynamical Systems in the Presence of Noise
Tomislav Stankovski, Andrea Duggento, Peter V. E. McClintock +1
A new method is introduced for analysis of interactions between time-dependent coupled oscillators, based on the signals they generate. It distinguishes unsynchronized dynamics fro…