Transitions in information processing dynamics at the whole-brain network level are driven by alterations in neural gain

Human cognition involves the dynamic integration of neural activity and neuromodulatory systems

(2019) James M. Shine et al.   NATURE NEUROSCIENCE

Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work

(2018) Joseph Lizier et al.   Entropy

Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices

(2018) Conor Finn et al.   Entropy

Predictable information in neural signals during resting state is reduced in autism spectrum disorder

(2018) Alla Brodski-Guerniero et al.   HUMAN BRAIN MAPPING

Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity

(2018) D. Rangaprakash et al.   MAGNETIC RESONANCE IN MEDICINE

Neuromodulation of Attention

(2018) Alexander Thiele et al.   NEURON

Inferring collective dynamical states from widely unobserved systems

(2018) Jens Wilting et al.   Nature Communications

The modulation of neural gain facilitates a transition between functional segregation and integration in the brain

(2018) James M Shine et al.   eLife

The Locus Coeruleus Is a Complex and Differentiated Neuromodulatory System

(2018) Nelson K. Totah et al.   NEURON

Criticality and Information Dynamics in Epidemiological Models

(2017) E. Erten et al.   Entropy

Detectability of Granger causality for subsampled continuous-time neurophysiological processes

(2017) Lionel Barnett et al.   JOURNAL OF NEUROSCIENCE METHODS

Relationship between cortical state and spiking activity in the lateral geniculate nucleus of marmosets

(2017) Alexander N.J. Pietersen et al.   JOURNAL OF PHYSIOLOGY-LONDON

Dynamic models of large-scale brain activity

(2017) Michael Breakspear   NATURE NEUROSCIENCE

Principles of dynamic network reconfiguration across diverse brain states

(2017) James M. Shine et al.   NEUROIMAGE

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

(2017) Luca Cocchi et al.   PROGRESS IN NEUROBIOLOGY

Spontaneous cortical activity is transiently poised close to criticality

(2017) Gerald Hahn et al.   PLoS Computational Biology

Rich-Club Organization in Effective Connectivity among Cortical Neurons

(2016) S. Nigam et al.   JOURNAL OF NEUROSCIENCE

The Segregation and Integration of Distinct Brain Networks and Their Relationship to Cognition

(2016) J. R. Cohen et al.   JOURNAL OF NEUROSCIENCE

The Dynamics of Functional Brain Networks: Integrated Network States during Cognitive Task Performance

(2016) James M. Shine et al.   NEURON

Temporal metastates are associated with differential patterns of time-resolved connectivity, network topology, and attention

(2016) James M. Shine et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Correlation between Cortical State and Locus Coeruleus Activity: Implications for Sensory Coding in Rat Barrel Cortex

(2016) Zeinab Fazlali et al.   Frontiers in Neural Circuits

High-Degree Neurons Feed Cortical Computations

(2016) Nicholas M. Timme et al.   PLoS Computational Biology

Self-organization of information processing in developing neuronal networks

(2015) V Priesemann et al.   BMC NEUROSCIENCE

Ongoing dynamics in large-scale functional connectivity predict perception

(2015) Sepideh Sadaghiani et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Information Transfer and Criticality in the Ising Model on the Human Connectome

(2014) Daniele Marinazzo et al.   PLoS One

Local active information storage as a tool to understand distributed neural information processing

(2014) Michael Wibral et al.   Frontiers in Neuroinformatics

A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data

(2013) Guo-Rong Wu et al.   MEDICAL IMAGE ANALYSIS

Information Flow in a Kinetic Ising Model Peaks in the Disordered Phase

(2013) Lionel Barnett et al.   PHYSICAL REVIEW LETTERS

Measuring Information-Transfer Delays

(2013) Michael Wibral et al.   PLoS One

Neuronal Avalanches Differ from Wakefulness to Deep Sleep – Evidence from Intracranial Depth Recordings in Humans

(2013) Viola Priesemann et al.   PLoS Computational Biology

Local measures of information storage in complex distributed computation

(2012) Joseph T. Lizier et al.   INFORMATION SCIENCES

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

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

Neuromodulation of Brain States

(2012) Seung-Hee Lee et al.   NEURON

Neuromodulation of Neuronal Circuits: Back to the Future

(2012) Eve Marder   NEURON

Phase-locked cluster oscillations in periodically forced integrate-and-fire-or-burst neuronal populations

(2012) Angela J. Langdon et al.   PHYSICAL REVIEW E

Information storage, loop motifs, and clustered structure in complex networks

(2012) Joseph T. Lizier et al.   PHYSICAL REVIEW E

Information Flow in Networks and the Law of Diminishing Marginal Returns: Evidence from Modeling and Human Electroencephalographic Recordings

(2012) Daniele Marinazzo et al.   PLoS One

Predicting errors from reconfiguration patterns in human brain networks

(2012) M. Ekman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

CoCoMac 2.0 and the future of tract-tracing databases

(2012) Rembrandt Bakker et al.   Frontiers in Neuroinformatics

Critical Fluctuations in Cortical Models Near Instability

(2012) Matthew J. Aburn et al.   Frontiers in Physiology

Information Dynamics in Small-World Boolean Networks

(2011) Joseph T. Lizier et al.   ARTIFICIAL LIFE

Information Capacity and Transmission Are Maximized in Balanced Cortical Networks with Neuronal Avalanches

(2011) W. L. Shew et al.   JOURNAL OF NEUROSCIENCE

A mathematical framework for critical transitions: Bifurcations, fast–slow systems and stochastic dynamics

(2011) Christian Kuehn   PHYSICA D-NONLINEAR PHENOMENA

Reduced representations of heterogeneous mixed neural networks with synaptic coupling

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

Relating Fisher information to order parameters

(2011) Mikhail Prokopenko et al.   PHYSICAL REVIEW E

Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique

(2011) Luca Faes et al.   PHYSICAL REVIEW E

Extending Transfer Entropy Improves Identification of Effective Connectivity in a Spiking Cortical Network Model

(2011) Shinya Ito et al.   PLoS One

Dynamic reconfiguration of human brain networks during learning

(2011) D. S. Bassett et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Information processing in echo state networks at the edge of chaos

(2011) Joschka Boedecker et al.   THEORY IN BIOSCIENCES

Information modification and particle collisions in distributed computation

(2010) Joseph T. Lizier et al.   CHAOS

Differentiating information transfer and causal effect

(2010) J. T. Lizier et al.   EUROPEAN PHYSICAL JOURNAL B

Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity

(2010) Joseph T. Lizier et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Transfer entropy—a model-free measure of effective connectivity for the neurosciences

(2010) Raul Vicente et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Emergent complex neural dynamics

(2010) Dante R. Chialvo   Nature Physics

Functional connectivity in resting-state fMRI: Is linear correlation sufficient?

(2010) Jaroslav Hlinka et al.   NEUROIMAGE

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

Transfer entropy in magnetoencephalographic data: Quantifying information flow in cortical and cerebellar networks

(2010) Michael Wibral et al.   PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY

Confounding effects of indirect connections on causality estimation

(2009) Vasily A. Vakorin et al.   JOURNAL OF NEUROSCIENCE METHODS

Early-warning signals for critical transitions

(2009) Marten Scheffer et al.   NATURE

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Six problems for causal inference from fMRI

(2009) J.D. Ramsey et al.   NEUROIMAGE

Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables

(2009) Lionel Barnett et al.   PHYSICAL REVIEW LETTERS

Population dynamics: Variance and the sigmoid activation function

(2008) André C. Marreiros et al.   NEUROIMAGE

Mutual information in random Boolean models of regulatory networks

(2008) Andre S. Ribeiro et al.   PHYSICAL REVIEW E

Local information transfer as a spatiotemporal filter for complex systems

(2008) Joseph T. Lizier et al.   PHYSICAL REVIEW E

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

(2008) Gustavo Deco et al.   PLoS Computational Biology

A Low Dimensional Description of Globally Coupled Heterogeneous Neural Networks of Excitatory and Inhibitory Neurons

(2008) Roxana A. Stefanescu et al.   PLoS Computational Biology