[HTML][HTML] Network attractors and nonlinear dynamics of neural computation

P Ashwin, M Fadera, C Postlethwaite - Current Opinion in Neurobiology, 2024 - Elsevier
The importance of understanding the nonlinear dynamics of neural systems, and the relation
to cognitive systems more generally, has been recognised for a long time. Approaches that …

Sequential dynamics of complex networks in mind: Consciousness and creativity

MI Rabinovich, MA Zaks, P Varona - Physics Reports, 2020 - Elsevier
Today, based on brain imaging analyses, we can consider the brilliant metaphor about
event discreteness of the conscious process by William James (1890) to be an experimental …

Homoclinic and heteroclinic bifurcations in vector fields

AJ Homburg, B Sandstede - Handbook of dynamical systems, 2010 - Elsevier
Our goal in this paper is to review the existing literature on homoclinic and heteroclinic
bifurcation theory for flows. More specifically, we shall focus on bifurcations from homoclinic …

Chaotic heteroclinic networks as models of switching behavior in biological systems

M Morrison, LS Young - Chaos: An Interdisciplinary Journal of …, 2022 - pubs.aip.org
Key features of biological activity can often be captured by transitions between a finite
number of semi-stable states that correspond to behaviors or decisions. We present here a …

On designing heteroclinic networks from graphs

P Ashwin, C Postlethwaite - Physica D: Nonlinear Phenomena, 2013 - Elsevier
Robust heteroclinic networks are invariant sets that can appear as attractors in symmetrically
coupled or otherwise constrained dynamical systems. These networks may have a …

Isostables for stochastic oscillators

A Pérez-Cervera, B Lindner, PJ Thomas - Physical review letters, 2021 - APS
Thomas and Lindner [PJ Thomas and B. Lindner, Phys. Rev. Lett. 113, 254101 (2014).
PRLTAO 0031-9007 10.1103/PhysRevLett. 113.254101], defined an asymptotic phase for …

Heteroclinic networks for brain dynamics

H Meyer-Ortmanns - Frontiers in Network Physiology, 2023 - frontiersin.org
Heteroclinic networks are a mathematical concept in dynamic systems theory that is suited to
describe metastable states and switching events in brain dynamics. The framework is …

Dynamics near a heteroclinic network

MAD Aguiar, SBSD Castro, IS Labouriau - Nonlinearity, 2004 - iopscience.iop.org
We study the dynamical behaviour of a smooth vector field on a three-manifold near a
heteroclinic network. Under some generic assumptions on the network, we prove that every …

Noisy heteroclinic networks

Y Bakhtin - Probability theory and related fields, 2011 - Springer
We consider a white noise perturbation of dynamics in the neighborhood of a heteroclinic
network. We show that under the logarithmic time rescaling the diffusion converges in …

A Partial Differential Equation for the Mean--Return-Time Phase of Planar Stochastic Oscillators

A Cao, B Lindner, PJ Thomas - SIAM Journal on Applied Mathematics, 2020 - SIAM
Stochastic oscillations are ubiquitous in many systems. For deterministic systems, the
oscillator's phase has been widely used as an effective one-dimensional description of a …