Dynamic models of large-scale brain activity
M Breakspear - Nature neuroscience, 2017 - nature.com
Movement, cognition and perception arise from the collective activity of neurons within
cortical circuits and across large-scale systems of the brain. While the causes of single …
cortical circuits and across large-scale systems of the brain. While the causes of single …
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 …
[HTML][HTML] Mathematical framework for large-scale brain network modeling in The Virtual Brain
In this article, we describe the mathematical framework of the computational model at the
core of the tool The Virtual Brain (TVB), designed to simulate collective whole brain …
core of the tool The Virtual Brain (TVB), designed to simulate collective whole brain …
[HTML][HTML] Effective connectivity: influence, causality and biophysical modeling
This is the final paper in a Comments and Controversies series dedicated to “The
identification of interacting networks in the brain using fMRI: Model selection, causality and …
identification of interacting networks in the brain using fMRI: Model selection, causality and …
The contribution of geometry to the human connectome
The human connectome is a topologically complex, spatially embedded network. While its
topological properties have been richly characterized, the constraints imposed by its spatial …
topological properties have been richly characterized, the constraints imposed by its spatial …
Model driven EEG/fMRI fusion of brain oscillations
This article reviews progress and challenges in model driven EEG/fMRI fusion with a focus
on brain oscillations. Fusion is the combination of both imaging modalities based on a …
on brain oscillations. Fusion is the combination of both imaging modalities based on a …
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 …
Next-generation neural mass and field modeling
The Wilson–Cowan population model of neural activity has greatly influenced our
understanding of the mechanisms for the generation of brain rhythms and the emergence of …
understanding of the mechanisms for the generation of brain rhythms and the emergence of …
Derivation of a neural field model from a network of theta neurons
CR Laing - Physical Review E, 2014 - APS
Neural field models are used to study macroscopic spatiotemporal patterns in the cortex.
Their derivation from networks of model neurons normally involves a number of …
Their derivation from networks of model neurons normally involves a number of …
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 …