Gustavo Deco
Orcid: 0000-0002-8995-7583
According to our database1,
Gustavo Deco
authored at least 167 papers
between 1993 and 2024.
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Bibliography
2024
Functional hierarchies in brain dynamics characterized by signal reversibility in ferret cortex.
PLoS Comput. Biol., January, 2024
2023
Non-reversibility outperforms functional connectivity in characterisation of brain states in MEG data.
NeuroImage, August, 2023
NeuroImage, August, 2023
A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings.
NeuroImage, April, 2023
LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics.
PLoS Comput. Biol., February, 2023
Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks.
PLoS Comput. Biol., 2023
Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness.
NeuroImage, 2023
Information decomposition reveals hidden high-order contributions to temporal irreversibility.
CoRR, 2023
2022
Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics.
PLoS Comput. Biol., November, 2022
What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics.
PLoS Comput. Biol., September, 2022
On the intersection between data quality and dynamical modelling of large-scale fMRI signals.
NeuroImage, 2022
2021
Ephaptic coupling in white matter fibre bundles modulates axonal transmission delays.
PLoS Comput. Biol., 2021
Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness.
PLoS Comput. Biol., 2021
Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss.
NeuroImage, 2021
NeuroImage, 2021
Signature of consciousness in brain-wide synchronization patterns of monkey and human fMRI signals.
NeuroImage, 2021
Capturing the non-stationarity of whole-brain dynamics underlying human brain states.
NeuroImage, 2021
NeuroImage, 2021
The effect of noise on the synchronization dynamics of the Kuramoto model on a large human connectome graph.
Neurocomputing, 2021
Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning.
Comput. Intell. Neurosci., 2021
2020
Low entropy map of brain oscillatory activity identifies spatially localized events: A new method for automated epilepsy focus prediction.
NeuroImage, 2020
NeuroImage, 2020
NeuroImage, 2020
Editorial: The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment.
Frontiers Comput. Neurosci., 2020
2019
Resting state dynamics meets anatomical structure: Temporal multiple kernel learning (tMKL) model.
NeuroImage, 2019
Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin.
NeuroImage, 2019
Latency analysis of resting-state BOLD-fMRI reveals traveling waves in visual cortex linking task-positive and task-negative networks.
NeuroImage, 2019
Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability.
NeuroImage, 2019
NeuroImage, 2019
Does Bilingualism Alter Lexical Structure? Response to Oppenheim, Wu, and Thierry (2018).
Cogn. Sci., 2019
2018
Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity.
NeuroImage, 2018
Source-reconstruction of the sensorimotor network from resting-state macaque electrocorticography.
NeuroImage, 2018
Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance.
NeuroImage, 2018
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.
NeuroImage, 2018
Perturbation of whole-brain dynamics <i>in silico</i> reveals mechanistic differences between brain states.
NeuroImage, 2018
Scale-freeness or partial synchronization in neural mass phase oscillator networks: Pick one of two?
NeuroImage, 2018
NeuroImage, 2018
The dynamics of human cognition: Increasing global integration coupled with decreasing segregation found using iEEG.
NeuroImage, 2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.
CoRR, 2018
Corrigendum for: Do bilinguals automatically activate their native language when they are not using it?
Cogn. Sci., 2018
2017
PLoS Comput. Biol., 2017
PLoS Comput. Biol., 2017
Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior.
NeuroImage, 2017
Resting-state fMRI correlations: From link-wise unreliability to whole brain stability.
NeuroImage, 2017
NeuroImage, 2017
The most relevant human brain regions for functional connectivity: Evidence for a dynamical workspace of binding nodes from whole-brain computational modelling.
NeuroImage, 2017
Single or multiple frequency generators in on-going brain activity: A mechanistic whole-brain model of empirical MEG data.
NeuroImage, 2017
Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms.
NeuroImage, 2017
Do Bilinguals Automatically Activate Their Native Language When They Are Not Using It?
Cogn. Sci., 2017
Effect of Field Spread on Resting-State Magneto Encephalography Functional Network Analysis: A Computational Modeling Study.
Brain Connect., 2017
Time-Resolved Resting-State Functional Magnetic Resonance Imaging Analysis: Current Status, Challenges, and New Directions.
Brain Connect., 2017
2016
Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome.
PLoS Comput. Biol., 2016
Does the regulation of local excitation-inhibition balance aid in recovery of functional connectivity? A computational account.
NeuroImage, 2016
Corrigendum to "Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?" [NeuroImage 127 (2016) 242-256].
NeuroImage, 2016
Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?
NeuroImage, 2016
2015
Task-Driven Activity Reduces the Cortical Activity Space of the Brain: Experiment and Whole-Brain Modeling.
PLoS Comput. Biol., 2015
Resting-State Temporal Synchronization Networks Emerge from Connectivity Topology and Heterogeneity.
PLoS Comput. Biol., 2015
The Encoding of Decision Difficulty and Movement Time in the Primate Premotor Cortex.
PLoS Comput. Biol., 2015
Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model.
PLoS Comput. Biol., 2015
Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex.
NeuroImage, 2015
Functional connectivity dynamics: Modeling the switching behavior of the resting state.
NeuroImage, 2015
Gradual emergence of spontaneous correlated brain activity during fading of general anesthesia in rats: Evidences from fMRI and local field potentials.
NeuroImage, 2015
Network dynamics with BrainX3: a large-scale simulation of the human brain network with real-time interaction.
Frontiers Neuroinformatics, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Structure-Function Discrepancy: Inhomogeneity and Delays in Synchronized Neural Networks.
PLoS Comput. Biol., 2014
PLoS Comput. Biol., 2014
NeuroImage, 2014
How delays matter in an oscillatory whole-brain spiking-neuron network model for MEG alpha-rhythms at rest.
NeuroImage, 2014
Exploring mechanisms of spontaneous functional connectivity in MEG: How delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations.
NeuroImage, 2014
Using the Virtual Brain to Reveal the Role of Oscillations and Plasticity in Shaping Brain's Dynamical Landscape.
Brain Connect., 2014
2013
Bottom up modeling of the connectome: Linking structure and function in the resting brain and their changes in aging.
NeuroImage, 2013
Frontiers Comput. Neurosci., 2013
2012
PLoS Comput. Biol., 2012
Structural connectivity allows for multi-threading during rest: The structure of the cortex leads to efficient alternation between resting state exploratory behavior and default mode processing.
NeuroImage, 2012
Modeling the outcome of structural disconnection on resting-state functional connectivity.
NeuroImage, 2012
How anatomy shapes dynamics: a semi-analytical study of the brain at rest by a simple spin model.
Frontiers Comput. Neurosci., 2012
Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex.
Frontiers Comput. Neurosci., 2012
2011
NeuroImage, 2011
2010
PLoS Comput. Biol., 2010
NeuroImage, 2010
J. Cogn. Neurosci., 2010
2009
Proceedings of the Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems, 2009
Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics.
PLoS Comput. Biol., 2009
Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: II. Experimental Evidence.
J. Cogn. Neurosci., 2009
2008
PLoS Comput. Biol., 2008
The Brain Connectivity Workshops: Moving the frontiers of computational systems neuroscience.
NeuroImage, 2008
J. Cogn. Neurosci., 2008
Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: I. Neurodynamical Modeling.
J. Cogn. Neurosci., 2008
A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008
2007
J. Comput. Neurosci., 2007
Suppressive effects in visual search: A neurocomputational analysis of preview search.
Neurocomputing, 2007
Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems.
Biol. Cybern., 2007
The Spiking Search over Time and Space Model (sSoTS): Simulating Dual Task Experiments and the Temporal Dynamics of Preview Search.
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007
2006
Neural Networks, 2006
Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations.
Neurocomputing, 2006
Neurocomputing, 2006
Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task.
Biol. Cybern., 2006
2005
Neurons and the synaptic basis of the fMRI signal associated with cognitive flexibility.
NeuroImage, 2005
J. Cogn. Neurosci., 2005
A neuronal model for the shaping of feature selectivity in IT by visual categorization.
Neurocomputing, 2005
2004
Proceedings of the Artificial Intelligence Methods And Tools For Systems Biology, 2004
NeuroImage, 2004
Proceedings of the Attention and Performance in Computational Vision, 2004
2003
Artif. Intell. Rev., 2003
Artif. Intell. Rev., 2003
2002
Speech recognition with spiking neurons and dynamic synapses: a model motivated by the human auditory pathway.
Neurocomputing, 2002
A unified model of spatial and object attention based on inter-cortical biased competition.
Neurocomputing, 2002
A neurodynamical model to simulate neural activities in visual attention experiments.
Neurocomputing, 2002
A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data.
Proceedings of the Artificial Neural Networks, 2002
Computational neuroscience of vision.
Clarendon Press, ISBN: 978-0-19-852488-5, 2002
2001
Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields.
Neural Process. Lett., 2001
Temporal clustering with spiking neurons and dynamic synapses: towards technological applications.
Neural Networks, 2001
Neural Networks, 2001
A Neurodynamical Model of Visual Attention: Feedback Enhancement of Spatial Resolution in a Hierarchical System.
J. Comput. Neurosci., 2001
Learning spatio-temporal stimuli with networks of spiking neurons and dynamic synapses.
Neurocomputing, 2001
Neurocomputing, 2001
Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System.
Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
2000
Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies.
Neural Comput., 2000
Neurocomputing, 2000
Proceedings of the Artificial Neural Networks in Biomedicine, 2000
Information dynamics - foundations and applications.
Springer, ISBN: 978-0-387-95047-1, 2000
1999
IEEE Trans. Biomed. Eng., 1999
Spatiotemporal Coding in the Cortex: Information Flow-Based Learning in Spiking Neural Networks.
Neural Comput., 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Neural Comput., 1998
1997
Non-linear Feature Extraction by Redundancy Reduction in an Unsupervised Stochastic Neural Network.
Neural Networks, 1997
Neural Networks, 1997
Inf. Process. Lett., 1997
Unsupervised learning for blind source separation: an information-theoretic approach.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the Artificial Neural Networks, 1997
An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons.
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering, 1997
Proceedings of the Foundations of Computer Science: Potential - Theory, 1997
1996
Statistical Independence and Novelty Detection with Information Preserving Nonlinear Maps.
Neural Comput., 1996
Neurocomputing, 1996
Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Artificial Neural Networks, 1996
Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method.
Proceedings of the Artificial Neural Networks, 1996
An information-theoretic approach to neural computing.
Perspectives in neural computing, Springer, ISBN: 978-0-387-94666-5, 1996
1995
Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures.
Neural Networks, 1995
Neural Comput., 1995
Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks.
Neural Comput., 1995
1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
Application of Neural Networks in Pulp Production.
Proceedings of the Grundlagen und Anwendungen der Künstlichen Intelligenz, 1993