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List of works by Gustavo Deco

'If you are good, I get better': the role of social hierarchy in perceptual decision-making.

scientific article

A ventromedial visual cortical ‘Where’ stream to the human hippocampus for spatial scenes revealed with magnetoencephalography

scientific article published on 25 August 2024

A whole-brain computational modeling approach to explain the alterations in resting-state functional connectivity during progression of Alzheimer's disease.

scientific article published on 8 August 2017

Altered ability to access a clinically relevant control network in patients remitted from major depressive disorder

scientific article published on 12 March 2019

Altered amygdalar resting-state connectivity in depression is explained by both genes and environment

scientific article published on 19 June 2015

Altered resting-state whole-brain functional networks of neonates with intrauterine growth restriction

scientific article published on 29 January 2016

An attractor hypothesis of obsessive-compulsive disorder.

scientific article published on 30 July 2008

Attention: oscillations and neuropharmacology

scientific article published on 15 July 2009

Audiovisual matching in speech and nonspeech sounds: a neurodynamical model.

scientific article published in February 2010

Awakening: Predicting external stimulation to force transitions between different brain states

scientific article published on 19 August 2019

Balanced input allows optimal encoding in a stochastic binary neural network model: an analytical study.

scientific article

Brain mechanisms for perceptual and reward-related decision-making.

scientific article published on 02 February 2012

Brain songs framework used for discovering the relevant timescale of the human brain

scientific article published in Nature Communications

Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?

scientific article

Characterizing the Dynamical Complexity Underlying Meditation

scientific article published on 10 July 2019

Choice, difficulty, and confidence in the brain.

scientific article published on 6 July 2010

Cholinergic control of cortical network interactions enables feedback-mediated attentional modulation.

scientific article published on 21 June 2011

Circuit mechanisms for the chemical modulation of cortex-wide network interactions and behavioral variability

Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest

scientific article

Common neural signatures of psychedelics: Frequency-specific energy changes and repertoire expansion revealed using connectome-harmonic decomposition

scientific article published on 25 October 2018

Communication before coherence.

scientific article published on 11 July 2012

Complexity reduction of rate-equations models for two-choice decision-making

scientific article

Computational modeling of resting-state activity demonstrates markers of normalcy in children with prenatal or perinatal stroke

scientific article

Computational models of schizophrenia and dopamine modulation in the prefrontal cortex.

scientific article published on September 2008

Computational models of the brain: from structure to function

scientific article

Confidence through consensus: a neural mechanism for uncertainty monitoring

scientific article published on 24 February 2016

Confidence-related decision making.

scientific article published on 14 April 2010

Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD.

scientific article published on 15 December 2017

Corrigendum for: Do bilinguals automatically activate their native language when they are not using it?

scientific article

Corrigendum to "Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?" [NeuroImage 127 (2016) 242-256]

scientific article published on 16 February 2016

Corrigendum to "Resting-state fMRI correlations: From link-wise unreliability to whole brain stability" [NeuroImage 157 (2017 Aug 15) 250-262].

scientific article published on 27 December 2017

Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior

scientific article published on 29 October 2016

Cortico-cortical communication dynamics

scientific article published on 05 May 2014

Critical Slowing and Perception

Deconstructing multisensory enhancement in detection

scientific article

Decreased integration and information capacity in stroke measured by whole brain models of resting state activity.

scientific article

Degenerate time-dependent network dynamics anticipate seizures in human epileptic brain

scientific article published on 5 April 2018

Detection of recurrent activation patterns across focal seizures: Application to seizure onset zone identification.

scientific article published on 3 April 2017

Different hierarchical reconfigurations in the brain by psilocybin and escitalopram for depression

scientific article published on 5 August 2024

Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep

scientific article published on 04 March 2019

Distinct criticality of phase and amplitude dynamics in the resting brain.

scientific article published on 8 March 2018

Distinct modes of functional connectivity induced by movie-watching

scientific article published on 17 September 2018

Do Bilinguals Automatically Activate Their Native Language When They Are Not Using It?

scientific article published on 20 October 2016

Does Bilingualism Alter Lexical Structure? Response to Oppenheim, Wu, and Thierry (2018)

scientific article published on 01 March 2019

Does the regulation of local excitation-inhibition balance aid in recovery of functional connectivity? A computational account.

scientific article

Dynamic coupling of whole-brain neuronal and neurotransmitter systems

scientific article published on 13 April 2020

Dynamic functional connectivity reveals altered variability in functional connectivity among patients with major depressive disorder

scientific article published on 28 April 2016

Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin

scientific article published on 25 May 2019

Effect of Field Spread on Resting-State Magneto Encephalography Functional Network Analysis: A Computational Modeling Study.

scientific article published on 6 September 2017

Effective Connectivity in Depression

scientific article published on 23 October 2017

Effective connectivity in autism

scientific article published on 27 October 2019

Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.

scientific article published on 9 October 2017

Effective reduced diffusion-models: a data driven approach to the analysis of neuronal dynamics

scientific article

Environmental factors linked to depression vulnerability are associated with altered cerebellar resting-state synchronization.

scientific article

Erratum: Metastability and Coherence: Extending the Communication through Coherence Hypothesis Using a Whole-Brain Computational Perspective: [Trends in Neurosciences 39 (3), 125-135].

scientific article published on 27 April 2016

Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome

scientific article

Evidence from a rare case study for Hebbian-like changes in structural connectivity induced by long-term deep brain stimulation

scientific article published on 30 June 2015

Exploring mechanisms of spontaneous functional connectivity in MEG: how delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations.

scientific article

Exploring the network dynamics underlying brain activity during rest.

scientific article published on 31 December 2013

Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity

scientific article published on 22 May 2018

Feed-forward information and zero-lag synchronization in the sensory thalamocortical circuit are modulated during stimulus perception

scientific article published on 25 March 2019

Framework based on communicability and flow to analyze complex network dynamics

scientific article published on 01 May 2018

Functional complexity emerging from anatomical constraints in the brain: the significance of network modularity and rich-clubs

scientific article published on 05 December 2016

Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms.

scientific article

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

scientific article published on 10 November 2014

Gradual emergence of spontaneous correlated brain activity during fading of general anesthesia in rats: Evidences from fMRI and local field potentials.

scientific article published on 21 March 2015

Great expectations: using whole-brain computational connectomics for understanding neuropsychiatric disorders.

scientific article

Harmonic Brain Modes: A Unifying Framework for Linking Space and Time in Brain Dynamics.

scientific article published in September 2017

Harmonic brain modes: a unifying framework for linking space and time in brain dynamics

article

Harmonic waves as the fundamental principle underlying temporo-spatial dynamics of brain and mind: Comment on "Is temporo-spatial dynamics the "common currency" of brain and mind? In Quest of "Spatiotemporal Neuroscience"" Georg Northoff et al

scientific article published on 15 October 2019

Hierarchy of Information Processing in the Brain: A Novel 'Intrinsic Ignition' Framework.

scientific article

Hippocampal Sharp-Wave Ripples Influence Selective Activation of the Default Mode Network.

scientific article published on 16 February 2016

Holding multiple items in short term memory: a neural mechanism.

scientific article

How delays matter in an oscillatory whole-brain spiking-neuron network model for MEG alpha-rhythms at rest.

scientific article

How local excitation-inhibition ratio impacts the whole brain dynamics

scientific article published on June 2014

How structure sculpts function: Unveiling the contribution of anatomical connectivity to the brain's spontaneous correlation structure.

scientific article

Human consciousness is supported by dynamic complex patterns of brain signal coordination

scientific article published on 06 February 2019

Identification of optimal structural connectivity using functional connectivity and neural modeling.

scientific article published in June 2014

Imaging Connectomics and the Understanding of Brain Diseases

scientific article published on 01 January 2019

Increased Stability and Breakdown of Brain Effective Connectivity During Slow-Wave Sleep: Mechanistic Insights from Whole-Brain Computational Modelling.

scientific article

Increased methylation at an unexplored glucocorticoid responsive element within exon 1D of NR3C1 gene is related to anxious-depressive disorders and decreased hippocampal connectivity.

scientific article

Increased sensitivity to strong perturbations in a whole-brain model of LSD

scientific article published in 2021

Inducing a meditative state by artificial perturbations: A mechanistic understanding of brain dynamics underlying meditation

scientific article published in January 2024

Inferring multi-scale neural mechanisms with brain network modelling.

scientific article published on 8 January 2018

Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks.

scientific article

Intra-cortical propagation of EEG alpha oscillations.

scientific article published on 27 August 2014

Inversion of a large-scale circuit model reveals a cortical hierarchy in the dynamic resting human brain

scientific article published on 09 January 2019

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

scientific article

Learning a New Selection Rule in Visual and Frontal Cortex

scientific article published on 06 June 2016

Learning selective top-down control enhances performance in a visual categorization task.

scientific article published on 12 September 2012

Lexical plasticity in early bilinguals does not alter phoneme categories: I. Neurodynamical modeling.

scientific article published in January 2008

Linear distributed source modeling of local field potentials recorded with intra-cortical electrode arrays

scientific article published on 18 December 2017

Linking Entropy at Rest with the Underlying Structural Connectivity in the Healthy and Lesioned Brain.

scientific article published on 13 July 2017

Low entropy map of brain oscillatory activity identifies spatially localized events: A new method for automated epilepsy focus prediction

scientific article published on 27 November 2019

Metastability and Coherence: Extending the Communication through Coherence Hypothesis Using A Whole-Brain Computational Perspective

scientific article

Metastability in Senescence

scientific article

Modeling resting-state functional networks when the cortex falls asleep: local and global changes.

scientific article published on 10 July 2013

Modeling the outcome of structural disconnection on resting-state functional connectivity.

scientific article

Multiple Choice Neurodynamical Model of the Uncertain Option Task.

scientific article

Multisensory contributions to the perception of vibrotactile events

scientific article published on 30 September 2008

Navigating Pubertal Goldilocks: The Optimal Pace for Hierarchical Brain Organization

scientific article published on 15 March 2024

Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model ⬇️

scientific article published on 11 November 2015

Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability

scientific article published on 12 July 2019

Network bursting dynamics in excitatory cortical neuron cultures results from the combination of different adaptive mechanisms

scientific article

Network dynamics with BrainX(3): a large-scale simulation of the human brain network with real-time interaction

scientific article published on 24 February 2015

Networks for memory, perception, and decision-making, and beyond to how the syntax for language might be implemented in the brain

scientific article

Neural correlates of metacognition: A critical perspective on current tasks.

scientific article

Neural mechanisms of vibrotactile categorization

scientific article published on 28 March 2019

Neural network mechanisms underlying stimulus driven variability reduction.

scientific article

Neural plasticity in human brain connectivity: the effects of long term deep brain stimulation of the subthalamic nucleus in Parkinson's disease.

scientific article published on 22 January 2014

Neural variability in premotor cortex is modulated by trial history and predicts behavioral performance.

scientific article published in April 2013

Neurodynamical amplification of perceptual signals via system-size resonance

Neuronal adaptation effects in decision making

scientific article published in January 2011

Noise in attractor networks in the brain produced by graded firing rate representations

scientific article

Nonparametric test for connectivity detection in multivariate autoregressive networks and application to multiunit activity data

scientific article published on 01 December 2017

Novel Intrinsic Ignition Method Measuring Local-Global Integration Characterizes Wakefulness and Deep Sleep

scientific article published on 22 September 2017

On the intersection between data quality and dynamical modelling of large-scale fMRI signals

scientific article published in 2022

One session of fMRI-Neurofeedback training on motor imagery modulates whole-brain effective connectivity and dynamical complexity

scientific article published in July 2022

Ongoing cortical activity at rest: criticality, multistability, and ghost attractors.

scientific article

Optimal information transfer in the cortex through synchronization.

scientific article

Oscillations, phase-of-firing coding, and spike timing-dependent plasticity: an efficient learning scheme

scientific article published in October 2009

Perception and self-organized instability ⬇️

scientific article published on 06 July 2012

Perceptual learning with perceptions.

scientific article published on October 2010

Perturbation of whole-brain dynamics in silico reveals mechanistic differences between brain states.

scientific article published on 7 December 2017

Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness

scientific article published on 27 July 2021

Portraits of communication in neuronal networks

scientific article published on 01 February 2019

Primate Amygdala Neurons Simulate Decision Processes of Social Partners

scientific article published on 11 April 2019

Reliable local dynamics in the brain across sessions are revealed by whole‐brain modeling of resting state activity

scientific article published on 18 March 2019

Reply: Defining a functional network homeostasis after stroke: EEG-based approach is complementary to functional MRI.

scientific article published on 3 November 2017

Resting Brains Never Rest: Computational Insights into Potential Cognitive Architectures: (Trends in Neurosciences 36, 268-274, 2013).

scientific article published on 6 January 2018

Resting brains never rest: computational insights into potential cognitive architectures.

scientific article published on 2 April 2013

Resting state dynamics meets anatomical structure: Temporal multiple kernel learning (tMKL) model

scientific article published on 27 September 2018

Resting state networks in empirical and simulated dynamic functional connectivity

scientific article published on 03 August 2017

Resting-State Functional Connectivity Magnetic Resonance Imaging and Outcome After Acute Stroke

scientific article published on 01 October 2018

Resting-state fMRI correlations: From link-wise unreliability to whole brain stability

scientific article published on 06 June 2017

Resting-state functional connectivity emerges from structurally and dynamically shaped slow linear fluctuations.

scientific article published on July 2013

Resting-state temporal synchronization networks emerge from connectivity topology and heterogeneity

scientific article

Revisiting the global workspace orchestrating the hierarchical organization of the human brain

scientific article published on 04 January 2021

Role of local network oscillations in resting-state functional connectivity ⬇️

scientific article (publication date: July 2011)

Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex

scientific article published on 30 October 2014

Scale-freeness or partial synchronization in neural mass phase oscillator networks: Pick one of two?

scientific article

Single or Multi-Frequency Generators in On-going Brain Activity: a Mechanistic Whole-Brain Model of empirical MEG data

Single or multiple frequency generators in on-going brain activity: A mechanistic whole-brain model of empirical MEG data.

scientific article

Sleep-like cortical dynamics during wakefulness and their network effects following brain injury

scientific article published on 22 August 2024

Slow Modulation of Ongoing Discharge in the Auditory Cortex during an Interval-Discrimination Task ⬇️

scientific article published on October 19, 2011

Source-reconstruction of the sensorimotor network from resting-state macaque electrocorticography

scientific article published on 15 June 2018

Spontaneous brain activity predicts learning ability of foreign sounds.

scientific article published in May 2013

Spontaneous cortical activity is transiently poised close to criticality

scientific article

Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance.

scientific article published on 30 December 2017

Stimulus-dependent variability and noise correlations in cortical MT neurons.

scientific article published on 22 July 2013

Stochastic cortical neurodynamics underlying the memory and cognitive changes in aging.

scientific article published on 20 December 2014

Stochastic dynamics as a principle of brain function.

scientific article published on 30 January 2009

Structural connectivity in schizophrenia and its impact on the dynamics of spontaneous functional networks.

scientific article published in December 2013

Structure-function discrepancy: inhomogeneity and delays in synchronized neural networks

scientific article

Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex

scientific article published on 28 August 2012

Synaptic dynamics and decision making.

scientific article

Task-Driven Activity Reduces the Cortical Activity Space of the Brain: Experiment and Whole-Brain Modeling

scientific article published on 28 August 2015

Task-driven intra- and interarea communications in primate cerebral cortex ⬇️

scientific article

Thalamocortical interactions shape hierarchical neural variability during stimulus perception

scientific article published in July 2024

The Brain Connectivity Workshops: moving the frontiers of computational systems neuroscience

scientific article published on 20 April 2008

The Encoding of Decision Difficulty and Movement Time in the Primate Premotor Cortex

scientific article published on 10 November 2015

The Role of Rhythmic Neural Synchronization in Rest and Task Conditions ⬇️

scientific article published on 07 February 2011

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

scientific article

The dynamics of human cognition: Increasing global integration coupled with decreasing segregation found using iEEG.

scientific article published on 6 February 2018

The dynamics of human cognition: increasing global integration coupled with decreasing segregation found using iEEG

The influence of spatiotemporal structure of noisy stimuli in decision making

scientific article

The most relevant human brain regions for functional connectivity: Evidence for a dynamical workspace of binding nodes from whole-brain computational modelling

scientific article

The neuronal basis of attention: rate versus synchronization modulation.

scientific article published in July 2008

The role of multi-area interactions for the computation of apparent motion.

scientific article published on 18 March 2010

The timing of vision - how neural processing links to different temporal dynamics.

scientific article

Traces of statistical learning in the brain's functional connectivity after artificial language exposure

scientific article published on 03 December 2018

Tracing evolution of spatio-temporal dynamics of the cerebral cortex: cortico-cortical communication dynamics.

scientific article

Uncovering the spatiotemporal scales of common neuro-mental constructs: Comment on "Is temporo-spatial dynamics the 'common currency' of brain and mind? In Quest of 'Spatiotemporal Neuroscience'" by Georg Northoff et al

scientific article published on 22 October 2019

Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson's disease

scientific article

Understanding principles of integration and segregation using whole-brain computational connectomics: implications for neuropsychiatric disorders

scientific article

Using the virtual brain to reveal the role of oscillations and plasticity in shaping brain's dynamical landscape

scientific article published in December 2014

Variability and information content in auditory cortex spike trains during an interval-discrimination task

scientific article published on 14 August 2013

Visual stimulation quenches global alpha range activity in awake primate V4: a case study.

scientific article published on 28 June 2017

What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics

scientific article published in 2022

Whole-Brain Neuronal Activity Displays Crackling Noise Dynamics

article

Whole-brain modelling: an essential tool for understanding brain dynamics

scientific article published in August 2024

Whole-brain turbulent dynamics predict responsiveness to pharmacological treatment in major depressive disorder

scientific article published on 10 September 2024

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