Spatiotemporal dynamics of continuum neural fields
PC Bressloff - Journal of Physics A: Mathematical and …, 2011 - iopscience.iop.org
We survey recent analytical approaches to studying the spatiotemporal dynamics of
continuum neural fields. Neural fields model the large-scale dynamics of spatially structured …
continuum neural fields. Neural fields model the large-scale dynamics of spatially structured …
Waves, bumps, and patterns in neural field theories
S Coombes - Biological cybernetics, 2005 - Springer
Neural field models of firing rate activity have had a major impact in helping to develop an
understanding of the dynamics seen in brain slice preparations. These models typically take …
understanding of the dynamics seen in brain slice preparations. These models typically take …
Predicting the spatiotemporal diversity of seizure propagation and termination in human focal epilepsy
Recent studies have shown that seizures can spread and terminate across brain areas via a
rich diversity of spatiotemporal patterns. In particular, while the location of the seizure onset …
rich diversity of spatiotemporal patterns. In particular, while the location of the seizure onset …
Role of delays in shaping spatiotemporal dynamics of neuronal activity in large networks
We study the effect of delays on the dynamics of large networks of neurons. We show that
delays give rise to a wealth of bifurcations and to a rich phase diagram, which includes …
delays give rise to a wealth of bifurcations and to a rich phase diagram, which includes …
Multiple bumps in a neuronal model of working memory
We study a partial integro-differential equation defined on a spatially extended domain that
arises from the modeling of" working" or short-term memory in a neuronal network. The …
arises from the modeling of" working" or short-term memory in a neuronal network. The …
Waves in neural media
PC Bressloff - Lecture notes on mathematical modelling in the life …, 2014 - Springer
This is a book on mathematical neuroscience, in which the unifying theme is wavelike
phenomena at multiple spatial and temporal scales. There are already several excellent …
phenomena at multiple spatial and temporal scales. There are already several excellent …
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 …
necessary for interpreting EEG, fMRI, MEG and optical imaging data. Albeit a framework that …
PDE methods for nonlocal models
We develop partial differential equation (PDE) methods to study the dynamics of pattern
formation in partial integro-differential equations (PIDEs) defined on a spatially extended …
formation in partial integro-differential equations (PIDEs) defined on a spatially extended …
Onset of polyspike complexes in a mean-field model of human electroencephalography and its application to absence epilepsy
F Marten, S Rodrigues, O Benjamin… - … of the Royal …, 2009 - royalsocietypublishing.org
In this paper, we introduce a modification of a mean-field model used to describe the brain's
electrical activity as recorded via electroencephalography (EEG). The focus of the present …
electrical activity as recorded via electroencephalography (EEG). The focus of the present …
Evans functions for integral neural field equations with Heaviside firing rate function
In this paper we show how to construct the Evans function for traveling wave solutions of
integral neural field equations when the firing rate function is a Heaviside. This allows a …
integral neural field equations when the firing rate function is a Heaviside. This allows a …