Dmytro Iatsenko

TL;DR: A detailed overview of a wide range of surrogate types is provided, which include Fourier transform based surrogates, which have since been developed to test increasingly varied null hypotheses while characterizing the dynamics of complex systems, including uncorrelated and correlated noise, coupling between systems, and synchronization.

TL;DR: It is shown that the higher concentration of the synchrosqueezed transforms does not seem to imply better resolution properties, so that the SWFT and SWT do not appear to provide any significant advantages over the original WFT and WT apart from a more visually appealing pictures.

TL;DR: In this article, the authors proposed a method based on dynamic path optimization and fixed point iteration to find an appropriate ridge curve: a sequence of amplitude peak positions (ridge points), corresponding to the component of interest and providing a measure of its instantaneous frequency.

TL;DR: It is shown that the direct and indirect respiratory modulations of the heart rate both decrease with age, and that the cardiorespiratory coupling becomes less stable and more time-variable.

TL;DR: Nonlinear mode decomposition (NMD) as discussed by the authors decomposes a given signal into a set of physically meaningful oscillations for any wave form, simultaneously removing the noise, based on the powerful combination of time-frequency analysis techniques, together with the adaptive choice of their parameters.