Dynamic models of large-scale brain activity

The Virtual Epileptic Patient: Individualized whole-brain models of epilepsy spread

(2017) V.K. Jirsa et al.   NEUROIMAGE

Computational psychiatry as a bridge from neuroscience to clinical applications

(2016) Quentin J M Huys et al.   NATURE NEUROSCIENCE

Eigenmodes of brain activity: Neural field theory predictions and comparison with experiment

(2016) P.A. Robinson et al.   NEUROIMAGE

Transcranial direct current stimulation changes resting state functional connectivity: A large-scale brain network modeling study

(2016) Tim Kunze et al.   NEUROIMAGE

The contribution of geometry to the human connectome

(2016) James A. Roberts et al.   NEUROIMAGE

The integration of the internal and external milieu in the insula during dynamic emotional experiences

(2016) Vinh Thai Nguyen et al.   NEUROIMAGE

Spatial Embedding and Wiring Cost Constrain the Functional Layout of the Cortical Network of Rodents and Primates

(2016) Szabolcs Horvát et al.   PLOS BIOLOGY

A hierarchy of timescales explains distinct effects of local inhibition of primary visual cortex and frontal eye fields

(2016) Luca Cocchi et al.   eLife

Feedforward and feedback frequency-dependent interactions in a large-scale laminar network of the primate cortex

(2016) J. F. Mejias et al.   Science Advances

Cortical burst dynamics predict clinical outcome early in extremely preterm infants

(2015) Kartik K. Iyer et al.   BRAIN

Network dysfunction of emotional and cognitive processes in those at genetic risk of bipolar disorder

(2015) Michael Breakspear et al.   BRAIN

Structural and functional dysconnectivity of the fronto-thalamic system in schizophrenia: A DCM-DTI study

(2015) Gerd Wagner et al.   CORTEX

The heavy tail of the human brain

(2015) James A Roberts et al.   CURRENT OPINION IN NEUROBIOLOGY

Functional connectivity dynamics: Modeling the switching behavior of the resting state

(2015) Enrique C.A. Hansen et al.   NEUROIMAGE

Towards a statistical test for functional connectivity dynamics

(2015) Andrew Zalesky et al.   NEUROIMAGE

On spurious and real fluctuations of dynamic functional connectivity during rest

(2015) Nora Leonardi et al.   NEUROIMAGE

Translational Perspectives for Computational Neuroimaging

(2015) Klaas E. Stephan et al.   NEURON

Disrupted Effective Connectivity of Cortical Systems Supporting Attention and Interoception in Melancholia

(2015) Matthew P. Hyett et al.   JAMA Psychiatry

On the nature of seizure dynamics

(2014) Viktor K. Jirsa et al.   BRAIN

Scale-Free Bursting in Human Cortex following Hypoxia at Birth

(2014) J. A. Roberts et al.   JOURNAL OF NEUROSCIENCE

Reciprocal Interactions of the SMA and Cingulate Cortex Sustain Premovement Activity for Voluntary Actions

(2014) Vinh T. Nguyen et al.   JOURNAL OF NEUROSCIENCE

Losing Control Under Ketamine: Suppressed Cortico-Hippocampal Drive Following Acute Ketamine in Rats

(2014) Rosalyn J Moran et al.   NEUROPSYCHOPHARMACOLOGY

The frustrated brain: from dynamics on motifs to communities and networks

(2014) L. L. Gollo et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Time-resolved resting-state brain networks

(2014) A. Zalesky et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Exploring the network dynamics underlying brain activity during rest

(2014) Joana Cabral et al.   PROGRESS IN NEUROBIOLOGY

Fast transient networks in spontaneous human brain activity

(2014) Adam P Baker et al.   eLife

A Critical Role for Network Structure in Seizure Onset: A Computational Modeling Approach

(2014) George Petkov et al.   Frontiers in Neurology

Biophysical network models and the human connectome

(2013) Mark W. Woolrich et al.   NEUROIMAGE

Brain Organization into Resting State Networks Emerges at Criticality on a Model of the Human Connectome

(2013) Ariel Haimovici et al.   PHYSICAL REVIEW LETTERS

Quantifying causal emergence shows that macro can beat micro

(2013) E. P. Hoel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Mesoscopic Modeling of Burst Suppression during Anesthesia

(2013) David T. J. Liley et al.   Frontiers in Computational Neuroscience

A Dendritic Mechanism for Decoding Traveling Waves: Principles and Applications to Motor Cortex

(2013) Stewart Heitmann et al.   PLoS Computational Biology

Linking Microcircuit Dysfunction to Cognitive Impairment: Effects of Disinhibition Associated with Schizophrenia in a Cortical Working Memory Model

(2012) J. D. Murray et al.   CEREBRAL CORTEX

Ongoing Cortical Activity at Rest: Criticality, Multistability, and Ghost Attractors

(2012) G. Deco et al.   JOURNAL OF NEUROSCIENCE

Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise?

(2012) J. Daunizeau et al.   NEUROIMAGE

Universal Critical Dynamics in High Resolution Neuronal Avalanche Data

(2012) Nir Friedman et al.   PHYSICAL REVIEW LETTERS

A neurophysiological-metabolic model for burst suppression

(2012) S. Ching et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Perception and self-organized instability

(2012) Karl Friston et al.   Frontiers in Computational Neuroscience

A Canonical Model of Multistability and Scale-Invariance in Biological Systems

(2012) Frank Freyer et al.   PLoS Computational Biology

Hemodynamic Traveling Waves in Human Visual Cortex

(2012) Kevin M. Aquino et al.   PLoS Computational Biology

Biophysical Mechanisms of Multistability in Resting-State Cortical Rhythms

(2011) F. Freyer et al.   JOURNAL OF NEUROSCIENCE

Reduced representations of heterogeneous mixed neural networks with synaptic coupling

(2011) Roxana A. Stefanescu et al.   PHYSICAL REVIEW E

Geometric Effects on Complex Network Structure in the Cortex

(2011) J. A. Henderson et al.   PHYSICAL REVIEW LETTERS

Neurobiologically Realistic Determinants of Self-Organized Criticality in Networks of Spiking Neurons

(2011) Mikail Rubinov et al.   PLoS Computational Biology

Neural Population Modes Capture Biologically Realistic Large Scale Network Dynamics

(2010) Viktor K. Jirsa et al.   BULLETIN OF MATHEMATICAL BIOLOGY

Brain Noise Is Task Dependent and Region Specific

(2010) Bratislav Mišić et al.   JOURNAL OF NEUROPHYSIOLOGY

Self-organized criticality occurs in non-conservative neuronal networks during ‘up’ states

(2010) Daniel Millman et al.   Nature Physics

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Bistability and Non-Gaussian Fluctuations in Spontaneous Cortical Activity

(2009) F. Freyer et al.   JOURNAL OF NEUROSCIENCE

Relationship between respiration, end-tidal CO2, and BOLD signals in resting-state fMRI

(2009) Catie Chang et al.   NEUROIMAGE

Time–frequency dynamics of resting-state brain connectivity measured with fMRI

(2009) Catie Chang et al.   NEUROIMAGE

Spontaneous cortical activity in awake monkeys composed of neuronal avalanches

(2009) T. Petermann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Key role of coupling, delay, and noise in resting brain fluctuations

(2009) G. Deco et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Dysconnection in Schizophrenia: From Abnormal Synaptic Plasticity to Failures of Self-monitoring

(2009) K. E. Stephan et al.   SCHIZOPHRENIA BULLETIN

Kinetic Models of Brain Activity

(2008) Michael Breakspear et al.   Brain Imaging and Behavior

Model driven EEG/fMRI fusion of brain oscillations

(2008) Pedro A. Valdes-Sosa et al.   HUMAN BRAIN MAPPING

Fractional differentiation by neocortical pyramidal neurons

(2008) Brian N Lundstrom et al.   NATURE NEUROSCIENCE

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE

A Master Equation Formalism for Macroscopic Modeling of Asynchronous Irregular Activity States

(2008) Sami El Boustani et al.   NEURAL COMPUTATION

Nonlinear dynamic causal models for fMRI

(2008) Klaas Enno Stephan et al.   NEUROIMAGE

Population dynamics: Variance and the sigmoid activation function

(2008) André C. Marreiros et al.   NEUROIMAGE

The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields

(2008) Gustavo Deco et al.   PLoS Computational Biology