The Kuramoto model: A simple paradigm for synchronization phenomena

JA Acebrón, LL Bonilla, CJ Pérez Vicente, F Ritort… - Reviews of modern …, 2005 - APS
Synchronization phenomena in large populations of interacting elements are the subject of
intense research efforts in physical, biological, chemical, and social systems. A successful …

Mathematical frameworks for oscillatory network dynamics in neuroscience

P Ashwin, S Coombes, R Nicks - The Journal of Mathematical …, 2016 - Springer
The tools of weakly coupled phase oscillator theory have had a profound impact on the
neuroscience community, providing insight into a variety of network behaviours ranging from …

Low dimensional behavior of large systems of globally coupled oscillators

E Ott, TM Antonsen - Chaos: An Interdisciplinary Journal of Nonlinear …, 2008 - pubs.aip.org
It is shown that, in the infinite size limit, certain systems of globally coupled phase oscillators
display low dimensional dynamics. In particular, we derive an explicit finite set of nonlinear …

Synchronization of switched discrete-time neural networks via quantized output control with actuator fault

X Yang, X Wan, C Zunshui, J Cao, Y Liu… - … on Neural Networks …, 2020 - ieeexplore.ieee.org
This article considers global exponential synchronization almost surely (GES as) for a class
of switched discrete-time neural networks (DTNNs). The considered system switches from …

Synchronization of coupled time-delay neural networks with mode-dependent average dwell time switching

X Yang, Y Liu, J Cao… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In the literature, the effects of switching with average dwell time (ADT), Markovian switching,
and intermittent coupling on stability and synchronization of dynamic systems have been …

[HTML][HTML] Network dynamics of coupled oscillators and phase reduction techniques

B Pietras, A Daffertshofer - Physics Reports, 2019 - Elsevier
Investigating the dynamics of a network of oscillatory systems is a timely and urgent topic.
Phase synchronization has proven paradigmatic to study emergent collective behavior …

Phase reduction beyond the first order: The case of the mean-field complex Ginzburg-Landau equation

I León, D Pazó - Physical Review E, 2019 - APS
Phase reduction is a powerful technique that makes possible to describe the dynamics of a
weakly perturbed limit-cycle oscillator in terms of its phase. For ensembles of oscillators, a …

Noise-Induced Synchronization and Clustering in Ensembles<? format?> of Uncoupled Limit-Cycle Oscillators

H Nakao, K Arai, Y Kawamura - Physical review letters, 2007 - APS
We study synchronization properties of general uncoupled limit-cycle oscillators driven by
common and independent Gaussian white noises. Using phase reduction and averaging …

Metastability demystified—the foundational past, the pragmatic present and the promising future

F Hancock, FE Rosas, AI Luppi, M Zhang… - Nature Reviews …, 2024 - nature.com
Healthy brain function depends on balancing stable integration between brain areas for
effective coordinated functioning, with coexisting segregation that allows subsystems to …

Firing rate equations require a spike synchrony mechanism to correctly describe fast oscillations in inhibitory networks

F Devalle, A Roxin, E Montbrió - PLoS computational biology, 2017 - journals.plos.org
Recurrently coupled networks of inhibitory neurons robustly generate oscillations in the
gamma band. Nonetheless, the corresponding Wilson-Cowan type firing rate equation for …