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 …

[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 …

[图书][B] Dynamics of nonlinear time-delay systems

M Lakshmanan, DV Senthilkumar - 2011 - books.google.com
Synchronization of chaotic systems, a patently nonlinear phenomenon, has emerged as a
highly active interdisciplinary research topic at the interface of physics, biology, applied …

Cluster and group synchronization in delay-coupled networks

T Dahms, J Lehnert, E Schöll - Physical Review E—Statistical, Nonlinear, and …, 2012 - APS
We investigate the stability of synchronized states in delay-coupled networks where
synchronization takes place in groups of different local dynamics or in cluster states in …

Large-scale neural dynamics: simple and complex

S Coombes - NeuroImage, 2010 - Elsevier
We review the use of neural field models for modelling the brain at the large scales
necessary for interpreting EEG, fMRI, MEG and optical imaging data. Albeit a framework that …

Neurodynamics

S Coombes, KCA Wedgwood - Texts in applied mathematics, 2023 - Springer
This is a book about 'Neurodynamics'. What we mean is that this is a book about how ideas
from dynamical systems theory have been developed and employed in recent years to give …

Some theoretical and numerical results for delayed neural field equations

G Faye, O Faugeras - Physica D: Nonlinear Phenomena, 2010 - Elsevier
In this paper we study neural field models with delays which define a useful framework for
modeling macroscopic parts of the cortex involving several populations of neurons …

[图书][B] Neural networks with discontinuous/impact activations

M Akhmet, E Yılmaz - 2014 - Springer
This book addresses the new models in mathematical neuroscience and artificial neural
networks, which have many similarities with the structure of the human brain and the …

Improved conditions for the generation of beta oscillations in the subthalamic nucleus–globus pallidus network

A Pavlides, S John Hogan… - European Journal of …, 2012 - Wiley Online Library
A key pathology in the development of Parkinson's disease is the occurrence of persistent
beta oscillations, which are correlated with difficulty in movement initiation. We investigated …

Dynamics of a large system of spiking neurons with synaptic delay

F Devalle, E Montbrió, D Pazó - Physical Review E, 2018 - APS
We analyze a large system of heterogeneous quadratic integrate-and-fire (QIF) neurons with
time delayed, all-to-all synaptic coupling. The model is exactly reduced to a system of firing …