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 …

Criticality in the brain: A synthesis of neurobiology, models and cognition

L Cocchi, LL Gollo, A Zalesky, M Breakspear - Progress in neurobiology, 2017 - Elsevier
Cognitive function requires the coordination of neural activity across many scales, from
neurons and circuits to large-scale networks. As such, it is unlikely that an explanatory …

On the nature of seizure dynamics

VK Jirsa, WC Stacey, PP Quilichini, AI Ivanov… - Brain, 2014 - academic.oup.com
Seizures can occur spontaneously and in a recurrent manner, which defines epilepsy; or
they can be induced in a normal brain under a variety of conditions in most neuronal …

[HTML][HTML] Critical slowing down as a biomarker for seizure susceptibility

MI Maturana, C Meisel, K Dell, PJ Karoly… - Nature …, 2020 - nature.com
The human brain has the capacity to rapidly change state, and in epilepsy these state
changes can be catastrophic, resulting in loss of consciousness, injury and even death …

Emerging concepts for the dynamical organization of resting-state activity in the brain

G Deco, VK Jirsa, AR McIntosh - Nature reviews neuroscience, 2011 - nature.com
A broad body of experimental work has demonstrated that apparently spontaneous brain
activity is not random. At the level of large-scale neural systems, as measured with functional …

[HTML][HTML] Detrended fluctuation analysis: a scale-free view on neuronal oscillations

R Hardstone, SS Poil, G Schiavone, R Jansen… - Frontiers in …, 2012 - frontiersin.org
Recent years of research have shown that the complex temporal structure of ongoing
oscillations is scale-free and characterized by long-range temporal correlations. Detrended …

[HTML][HTML] The Virtual Brain: a simulator of primate brain network dynamics

P Sanz Leon, SA Knock, MM Woodman… - Frontiers in …, 2013 - frontiersin.org
We present The Virtual Brain (TVB), a neuroinformatics platform for full brain network
simulations using biologically realistic connectivity. This simulation environment enables the …

Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling

N Sinha, J Dauwels, M Kaiser, SS Cash… - Brain, 2017 - academic.oup.com
Abstract See Eissa and Schevon (doi: 10.1093/aww332) for a scientific commentary on this
article. Surgery can be a last resort for patients with intractable, medically refractory epilepsy …

[HTML][HTML] Mathematical framework for large-scale brain network modeling in The Virtual Brain

P Sanz-Leon, SA Knock, A Spiegler, VK Jirsa - Neuroimage, 2015 - Elsevier
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 …

[HTML][HTML] The dynamic brain: from spiking neurons to neural masses and cortical fields

G Deco, VK Jirsa, PA Robinson… - PLoS computational …, 2008 - journals.plos.org
The cortex is a complex system, characterized by its dynamics and architecture, which
underlie many functions such as action, perception, learning, language, and cognition. Its …