Gustavo Deco

Gustavo Deco, Morten L Kringelbach, Louis-David Lord, 2017, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

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

Morten L. Kringelbach, Gustavo Deco, Simone Kühn, 2017, bioRxiv.

Higher Order Statistical Decorrelation without Information Loss

Gustavo Deco, Wilfried Brauer, G. Deco, 1994, NIPS.

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Matthieu Gilson, Maurizio Corbetta, Andrea Insabato, 2019, bioRxiv.

Neural Network Mechanisms Underlying Stimulus Driven Variability Reduction

Gustavo Deco, Etienne Hugues, G. Deco, 2012, PLoS Comput. Biol..

Neurodynamics of the Prefrontal Cortex during Conditional Visuomotor Associations

Gustavo Deco, Earl K. Miller, Anitha Pasupathy, 2008, Journal of Cognitive Neuroscience.

Stochastic dynamics as a principle of brain function

Gustavo Deco, Edmund T. Rolls, Ranulfo Romo, 2009, Progress in Neurobiology.

Statistical Independence and Novelty Detection with Information Preserving Nonlinear Maps

Lucas C. Parra, Gustavo Deco, Stefan Miesbach, 1996, Neural Computation.

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

Gustavo Deco, Timothée Masquelier, Guillaume S Masson, 2017, Neurophotonics.

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

Mario Pannunzi, Gustavo Deco, Rikkert Hindriks, 2016, NeuroImage.

Noise-driven multistability versus deterministic chaos in phenomenological semi-empirical models of whole-brain activity

Gustavo Deco, Yonatan Sanz Perl, Helmut Laufs, 2020, bioRxiv.

The Timing of Vision – How Neural Processing Links to Different Temporal Dynamics

Gustavo Deco, Timothée Masquelier, Larissa Albantakis, 2011, Front. Psychology.

An information theory based learning paradigm for linear feature extraction

Gustavo Deco, Dragan Obradovic, G. Deco, 1996, Neurocomputing.

Dynamics modelling in brain circulation

Gustavo Deco, Rosaria Silipo, C. Schittenkopf, 1997, Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop.

Non-linear Feature Extraction by Redundancy Reduction in an Unsupervised Stochastic Neural Network

Lucas C. Parra, Gustavo Deco, L. Parra, 1997, Neural Networks.

A Neurodynamical Approach to Visual Attention

Gustavo Deco, Josef Zihl, G. Deco, 1999, NIPS.

Distinct Functional Connectivity Mode during Viewing Natural Scenes Revealed by Principal Component Analysis

Matthieu Gilson, Viviana Betti, Karl J. Friston, 2018, bioRxiv.

Modeling Alpha-Band Functional Connectivity for MEG Resting State Data: Oscillations and Delays in a Spiking Neuron Model

Gustavo Deco, Viktor Jirsa, Mark Woolrich, 2013, BMC Neuroscience.

A Dynamical Systems Hypothesis of Schizophrenia

Gustavo Deco, Edmund T. Rolls, Marco Loh, 2007, PLoS Comput. Biol..

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

Gustavo Deco, Morten L Kringelbach, Simone Kühn, 2019, Human brain mapping.

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Matthieu Gilson, Maurizio Corbetta, Andrea Insabato, 2019 .

Dynamic coupling of whole-brain neuronal and neurotransmitter systems

Gustavo Deco, Josephine Cruzat, Morten L Kringelbach, 2020, Proceedings of the National Academy of Sciences.

A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data

Gustavo Deco, Edmund T. Rolls, 2002, ICANN.

Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method

Gustavo Deco, Bernd Schürmann, G. Deco, 1996, ICANN.

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

Matthieu Gilson, Gustavo Deco, Cyril Poupon, 2019 .

Environmental factors inducing depression alter the cerebellar resting-state synchronization.

Gustavo Deco, Carles Falcon, Cristian Tornador, 2016 .

Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: II. Experimental Evidence

Gustavo Deco, Núria Sebastián-Gallés, Albert Costa, 2009, Journal of Cognitive Neuroscience.

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

Matthieu Gilson, Viviana Betti, Karl J. Friston, 2017, NeuroImage.

Spatiotemporal Coding in the Cortex: Information Flow-Based Learning in Spiking Neural Networks

Gustavo Deco, Bernd Schürmann, G. Deco, 1999, Neural Computation.

Neural and computational mechanisms of postponed decisions

Gustavo Deco, Edmund T Rolls, Marina Martínez-García, 2011, Proceedings of the National Academy of Sciences.

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

Gustavo Deco, Paul F M J Verschure, Rikkert Hindriks, 2017, PloS one.

Computational neuroscience of vision

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2002 .

Exploring Anti-correlated Resting State BOLD Signals Through Dynamic Functional Connectivity and Whole-brain Computational Modeling

Matthieu Gilson, Gustavo Deco, John D. Murray, 2016, bioRxiv.

Regularizing Stochastic Pott Neural Networks by Penalizing Mutual Information

Thomas Martinetz, Gustavo Deco, 1994 .

Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies

Kathryn B. Laskey, Gustavo Deco, Mathew E. Diamond, 2000, Neural Computation.

Large‐scale Computational Models of Ongoing Brain Activity

Gustavo Deco, Mohit H. Adhikari, Tristan T. Nakagawa, 2017 .

Modeling the relationship between regional activation and functional connectivity during wakefulness and sleep.

Morten L. Kringelbach, Gustavo Deco, Yonatan Sanz Perl, 2019, 1907.04412.

Data augmentation based on dynamical systems for the classification of brain states

Gustavo Deco, Yonatan Sanz Perl, Helmut Laufs, 2020, bioRxiv.

Editorial: Metastable Dynamics of Neural Ensembles

Gustavo Deco, Daniel Durstewitz, Ruben Moreno-Bote, 2018, Front. Syst. Neurosci..

Sequential Memory: A Putative Neural and Synaptic Dynamical Mechanism

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2005, Journal of Cognitive Neuroscience.

Hierarchy of Information Processing in the Brain: A Novel ‘Intrinsic Ignition’ Framework

Morten L. Kringelbach, Gustavo Deco, M. Kringelbach, 2017, Neuron.

Attention in natural scenes: Neurophysiological and computational bases

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2006, Neural Networks.

E↵ect of field spread on resting-state MEG functional network

Gustavo Deco, Rikkert Hindriks, Patric Hagmann, 2017 .

Identifying optimal working points of individual Virtual Brains: A large-scale brain network modelling study

Gustavo Deco, Anthony Randal McIntosh, Michael Breakspear, 2020, bioRxiv.

Turbulent-like Dynamics in the Human Brain

Morten L. Kringelbach, Gustavo Deco, M. Kringelbach, 2019, bioRxiv.

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

Gustavo Deco, Adrià Tauste Campo, Alessandro Principe, 2020, NeuroImage.

Information dynamics and neural techniques for data analysis

Gustavo Deco, G. Deco, 1998 .

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

Hamid Reza Mohseni, Morten L. Kringelbach, Mark W. Woolrich, 2014, NeuroImage.

Attention and Spatial Resolution: A Theoretical and Experimental Study of Visual Search in Hierarchical Patterns

Dietmar Heinke, Gustavo Deco, G. Deco, 2007, Perception.

Time-Resolved Resting-State Functional Magnetic Resonance Imaging Analysis: Current Status, Challenges, and New Directions

Vince D. Calhoun, Gustavo Deco, César Caballero-Gaudes, 2017, Brain Connect..

Resting brains never rest: computational insights into potential cognitive architectures

Gustavo Deco, Viktor K. Jirsa, Anthony R. McIntosh, 2013, Trends in Neurosciences.

Applications: Information Processing and Coding in Spatiotemporal Dynamical Systems

Gustavo Deco, Bernd Schürmann, 2001 .

Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems

Gustavo Deco, Daniel Martí, G. Deco, 2007, Biological Cybernetics.

Lifespan associated global patterns of coherent neural communication

Gustavo Deco, Arpan Banerjee, Bikash Sahoo, 2018, NeuroImage.

Comparing Different Measures of Spatio-Temporal Patterns in Neural Activity

Kathryn B. Laskey, Gustavo Deco, Laura Martignon, 1998 .

Multiple Choice Neurodynamical Model of the Uncertain Option Task

Mario Pannunzi, Gustavo Deco, Andrea Insabato, 2017, PLoS Comput. Biol..

Role of external stimulation in shaping evoked activity in a macroscopic model of cortex

Matthieu Gilson, Gustavo Deco, Adrian Ponce-Alvarez, 2014, BMC Neuroscience.

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

Gustavo Deco, Per Roland, P. Roland, 2010, NeuroImage.

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

Gustavo Deco, Morten L Kringelbach, Rikkert Hindriks, 2017, Scientific Reports.

Bridging multiple scales in the human brain using computational modelling

Gustavo Deco, Viktor K. Jirsa, Anthony R. McIntosh, 2016, bioRxiv.

Applications of this stochastic dynamical theory to brain function

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2010 .

Nonlinear Modelling of the Daily Heart Rhythm

Gustavo Deco, Christian Schittenkopf, Rosaria Silipo, 1997, ICANN.

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

Gustavo Deco, Adria Tauste Campo, Alessandro Principe, 2017 .

Role of local network oscillations in resting-state functional connectivity

Gustavo Deco, Olaf Sporns, Joana Cabral, 2011, NeuroImage.

Inferring multi-scale neural mechanisms with brain network modelling

Gustavo Deco, Viktor K. Jirsa, Anthony R. McIntosh, 2017, bioRxiv.

A neuronal model of binding and selective attention in visual search.

Gustavo Deco, Josef Zihl, 1999 .

Stimulus-dependent variability and noise correlations in cortical MT neurons

Gustavo Deco, Adrián Ponce-Alvarez, Alexander Thiele, 2013, Proceedings of the National Academy of Sciences.

Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task

Gustavo Deco, Paolo Del Giudice, Maurizio Mattia, 2006, Biological Cybernetics.

Learning spatio-temporal stimuli with networks of spiking neurons and dynamic synapses

Gustavo Deco, Frank Jäkel, Jan Storck, 2001, Neurocomputing.

Ghost Attractors in Spontaneous Brain Activity: Recurrent Excursions Into Functionally-Relevant BOLD Phase-Locking States

Morten L. Kringelbach, Gustavo Deco, Bruno Cessac, 2020, Frontiers in Systems Neuroscience.

Gustavo Deco, Dragan Obradovic, 1995, Neural Computation.

Information Theory Based Regularizing Methods

Gustavo Deco, Dragan Obradovic, 1996 .

Large-Scale Computational Modeling of Genetic Regulatory Networks

Gustavo Deco, Mathäus Dejori, Martin Stetter, 2003, Artificial Intelligence Review.

A stochastic network with rotor neurons

Lucas C. Parra, Gustavo Deco, 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).

Markov models and heart rate variability hidden dynamic

Gustavo Deco, Rosaria Silipo, Rossano Vergassola, 1998, Computers in Cardiology 1998. Vol. 25 (Cat. No.98CH36292).

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

Gustavo Deco, Robert Oostenveld, Conrado A. Bosman, 2018, NeuroImage.

Methodologies and technical challenges encountered in the virtual brain

Gustavo Deco, Viktor K. Jirsa, Olaf Sporns, 2011 .

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

Gustavo Deco, Dipanjan Roy, Raju S. Bapi, 2016, NeuroImage.

RATE AND GAMMA MODULATION IN ATTENTIONAL TASKS

Gustavo Deco, Andres Buehlmann, 2009 .

Information Processing and Coding in Spatiotemporal Dynamical Systems: Spiking Networks

Gustavo Deco, Bernd Schürmann, 2001 .

Information dynamics - foundations and applications

Gustavo Deco, Bernd Schürmann, 2000 .

Brain States and Transitions: Insights from Computational Neuroscience.

Gustavo Deco, Morten L Kringelbach, M. Kringelbach, 2020, Cell reports.

Using the Virtual Brain to Reveal the Role of Oscillations and Plasticity in Shaping Brain's Dynamical Landscape

Gustavo Deco, Viktor K. Jirsa, Michael Breakspear, 2014, Brain Connect..

Prediction of Decisions from Noise in the Brain before the Evidence is Provided

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2011, Front. Neurosci..

Statistical Structure Extraction in Dynamical Systems: Nonparametric Formulation

Gustavo Deco, Bernd Schürmann, 2001 .

Dynamics extraction in multivariate biomedical time series

Gustavo Deco, Rosaria Silipo, Helmut Bartsch, 1998, Biological Cybernetics.

UNSUPERVISED LEARNING FOR BOLTZMANN MACHINES

Lucas C. Parra, Gustavo Deco, L. Parra, 1995 .

Distinct modes of functional connectivity induced by movie-watching

Matthieu Gilson, Viviana Betti, Karl J. Friston, 2019, NeuroImage.

Computational models of the brain: From structure to function

Gustavo Deco, Viktor K. Jirsa, Michael Breakspear, 2010, NeuroImage.

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

Mario Pannunzi, Gustavo Deco, Martin J. Pickering, 2018, Cogn. Sci..

Detecting event-related time-dependent directional couplings [software]

Gustavo Deco, Ralph G. Andrzejak, Anders Ledberg, 2006 .

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

Gustavo Deco, Maria V. Sanchez-Vives, Ruggero G. Bettinardi, 2015, NeuroImage.

Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System

Gustavo Deco, G. Deco, 2001, Emergent Neural Computational Architectures Based on Neuroscience.

The encoding of alternatives in multiple-choice decision making

Gustavo Deco, Larissa Albantakis, Larissa Albantakis, 2009, Proceedings of the National Academy of Sciences.

Personalization of hybrid brain models from neuroimaging and electrophysiology data

Gustavo Deco, Fabrice Wendling, Giulio Ruffini, 2018, bioRxiv.

Coarse Coding Resource-Allocating Network

Gustavo Deco, Jürgen Ebmeyer, 1993, Neural Computation.

Data augmentation based on dynamical systems for the classification of brain states

Morten L. Kringelbach, Gustavo Deco, Yonatan Sanz Perl, 2020 .

Discrepancies between Multi-Electrode LFP and CSD Phase-Patterns: A Forward Modeling Study

Gustavo Deco, Paul F. M. J. Verschure, Rikkert Hindriks, 2016, Front. Neural Circuits.

Spontaneous cortical activity is transiently poised close to criticality

Gustavo Deco, Adrián Ponce-Alvarez, Yves Frégnac, 2017, PLoS Comput. Biol..

Unsupervised learning for Boltzman Machines

Gustavo Deco, Lucas Parra, 1995 .

Playing at the Edge of Criticality: Expanded Whole-Brain Repertoire of Connectome-Harmonics

Morten L. Kringelbach, Gustavo Deco, Selen Atasoy, 2019, Springer Series on Bio- and Neurosystems.

A Neurodynamical Model of Visual Attention: Feedback Enhancement of Spatial Resolution in a Hierarchical System

Gustavo Deco, Josef Zihl, G. Deco, 2001, Journal of Computational Neuroscience.

Reconstruction of resting-state networks from macaque electrocorticographic data

Gustavo Deco, Robert Oostenveld, Conrado A. Bosman, 2017, bioRxiv.

A computational neuroscience account of visual neglect

Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco, 2002, Neurocomputing.

Systems-Level Neuronal Modeling of Visual Attentional Mechanisms

Gustavo Deco, Silvia Corchs, Martin Stetter, 2003, Artificial Intelligence Review.

Nonlinear diffusion models of detection

Gustavo Deco, Daniel Martí, Anders Ledberg, 2008, BMC Neuroscience.

Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures

Gustavo Deco, Wilfried Brauer, G. Deco, 1995, Neural Networks.

Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks

Gustavo Deco, William Finnoff, Hans-Georg Zimmermann, 1995, Neural Computation.

A computational study of visual working memory capacity in the presence of saliency effects

Gustavo Deco, Laura Dempere-Marco, David P Melcher, 2011, BMC Neuroscience.

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

Morten L. Kringelbach, Gustavo Deco, Joana Cabral, 2017, NeuroImage.

Probabilistic decision-making

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2007 .

Oscillations, Phase-of-Firing Coding, and Spike Timing-Dependent Plasticity: An Efficient Learning Scheme

Gustavo Deco, Timothée Masquelier, Etienne Hugues, 2009, The Journal of Neuroscience.

Dual Statistical Mechanical Theory for Unsupervised and Supervised Learning

Gustavo Deco, Bernd Schürmann, 1996 .

Matthieu Gilson, Gustavo Deco, Rainer Goebel, 2017, bioRxiv.

Self-organization in stochastic neural networks

Lucas C. Parra, Gustavo Deco, 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).

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

Hamid Reza Mohseni, Morten L. Kringelbach, Mark W. Woolrich, 2014, NeuroImage.

A neurodynamical model to simulate neural activities in visual attention experiments

Gustavo Deco, Silvia Corchs, G. Deco, 2002, Neurocomputing.

Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings

Kathryn B. Laskey, Gustavo Deco, Laura Martignon, 1996, NIPS.

Intra-cortical propagation of EEG alpha oscillations

Gustavo Deco, Rikkert Hindriks, Michel J. A. M. van Putten, 2014, NeuroImage.

Speech recognition with spiking neurons and dynamic synapses: a model motivated by the human auditory pathway

Gustavo Deco, Jan Storck, Christian Näger, 2002, Neurocomputing.

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

Gustavo Deco, Klaas E. Stephan, Barry Horwitz, 2008, NeuroImage.

Bottom up modeling of the connectome: Linking structure and function in the resting brain and their changes in aging

Gustavo Deco, Viktor K. Jirsa, Andreas Spiegler, 2013, NeuroImage.

Computational significance of transient dynamics in cortical networks

Gustavo Deco, Daniel Durstewitz, D. Durstewitz, 2007, The European journal of neuroscience.

50 years of artificial intelligence: A neuronal approach

Gustavo Deco, Antonio Fernández-Caballero, José Mira Mira, 2008, Neurocomputing.

A method for classifying a temporal sequence of input variables by using a pulsed neurons containing neural network, neural network and means for performing the method

Gustavo Deco, Jan Storck, 2001 .

Portraits of communication in neuronal networks

Ad Aertsen, Gustavo Deco, Gerald Hahn, 2018, Nature Reviews Neuroscience.

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

Karl J. Friston, Gustavo Deco, Viktor K. Jirsa, 2008, PLoS Comput. Biol..

Matthieu Gilson, Gustavo Deco, Rainer Goebel, 2017 .

Perception and self-organized instability

Karl J. Friston, Gustavo Deco, Michael Breakspear, 2012, Front. Comput. Neurosci..

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

Morten L. Kringelbach, Gustavo Deco, Joana Cabral, 2018, NeuroImage.

A computational model of visual marking using an inter-connected network of spiking neurons: The spiking search over time & space model (sSoTS)

Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco, 2006, Journal of Physiology-Paris.

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

Morten L. Kringelbach, Gustavo Deco, Gorka Zamora-López, 2016, Scientific Reports.

Finit Automata-Models for the Investigation of Dynamical Systems

Gustavo Deco, Wilfried Brauer, Christian Schittenkopf, 1997, Inf. Process. Lett..

Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: I. Neurodynamical Modeling

Gustavo Deco, Núria Sebastián-Gallés, Fátima Vera Constán, 2008, Journal of Cognitive Neuroscience.

Comparing Task-Relevant Information Across Different Methods of Extracting Functional Connectivity

Matthieu Gilson, Gustavo Deco, Andrea Insabato, 2018, bioRxiv.

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

Maurizio Corbetta, Gustavo Deco, Adrián Ponce-Alvarez, 2018, Cerebral cortex.

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

Morten L. Kringelbach, Gustavo Deco, Joel Pearson, 2017 .

Modeling regional changes in dynamic stability during sleep and wakefulness

Morten L. Kringelbach, Gustavo Deco, Yonatan Sanz Perl, 2020, NeuroImage.

Structure-Function Discrepancy: Inhomogeneity and Delays in Synchronized Neural Networks

Gustavo Deco, Andreas Daffertshofer, Robert Ton, 2014, PLoS Comput. Biol..

Robust extraction of spatio-temporal patterns from resting state fMRI

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2016 .

Neurons and the synaptic basis of the fMRI signal associated with cognitive flexibility

Gustavo Deco, Werner X. Schneider, Anja Stemme, 2005, NeuroImage.

Non-parametric Data Selection for Neural Learning in Non-stationary Time Series

Gustavo Deco, Bernd Schürmann, Ralph Neuneier, 1997, Neural Networks.

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

Gustavo Deco, Rikkert Hindriks, Patric Hagmann, 2017, Brain Connect..

Perceptual learning with perceptions

Gustavo Deco, Elmar W. Lang, Anja Stemme, 2011, Cognitive Neurodynamics.

Neural Learning of Chaotic System Behavior (Special Section on Nonlinear Theory and Its Applications)

Gustavo Deco, Bernd Schürmann, 1994 .

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

Morten L. Kringelbach, Gustavo Deco, David J. Nutt, 2019, NeuroImage.

Effective Visual Working Memory Capacity: An Emergent Effect from the Neural Dynamics in an Attractor Network

Gustavo Deco, Laura Dempere-Marco, David P. Melcher, 2012, PloS one.

The Influence of Spatiotemporal Structure of Noisy Stimuli in Decision Making

Mario Pannunzi, Gustavo Deco, Andrea Insabato, 2014, PLoS Comput. Biol..

Confidence through consensus: a neural mechanism for uncertainty monitoring

Gustavo Deco, Mariano Sigman, Andrea Insabato, 2016, Scientific Reports.

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

Morten L. Kringelbach, Mark W. Woolrich, Gustavo Deco, 2017, NeuroImage.

Turbulent-like Dynamics in the Human Brain

Gustavo Deco, Morten L Kringelbach, 2020, Cell reports.

Biased Competition and Cooperation: A Mechanism of Mammalian Visual Recognition?

Gustavo Deco, Martin Stetter, Miruna Szabo, 2007 .

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

Matthieu Gilson, Maurizio Corbetta, Gustavo Deco, 2019, bioRxiv.

Multiscale Brain Connectivity

Gustavo Deco, Tristan T. Nakagawa, G. Deco, 2014, Encyclopedia of Computational Neuroscience.

A Nonlinear Markovian Characterization of Time Series Using Neural Networks

Gustavo Deco, Christian Schittenkopf, G. Deco, 1997, Foundations of Computer Science: Potential - Theory - Cognition.

The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core

Gustavo Deco, Morten L Kringelbach, Petra Ritter, 2016, bioRxiv.

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

Morten L. Kringelbach, Gustavo Deco, Andreas Daffertshofer, 2018, NeuroImage.

A neuronal model for the shaping of feature selectivity in IT by visual categorization

Gustavo Deco, Martin Stetter, Rita Almeida, 2005, Neurocomputing.

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

Morten L. Kringelbach, Gustavo Deco, Joana Cabral, 2012, NeuroImage.

Neural learning of chaotic dynamics

Gustavo Deco, Bernd Schürmann, G. Deco, 1995, Neural Processing Letters.

Large-scale neural model for visual attention: integration of experimental single-cell and fMRI data.

Gustavo Deco, Silvia Corchs, G. Deco, 2002, Cerebral cortex.

Rich club organization supports a diverse set of functional network configurations

Gustavo Deco, Rainer Goebel, Martijn P. van den Heuvel, 2014, NeuroImage.

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

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2015, Brain Research.

Subject- and behavior-specific signatures extracted from fMRI data using whole-brain effective connectivity

Matthieu Gilson, Gustavo Deco, Andrea Insabato, 2017, bioRxiv.

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

Gustavo Deco, Paolo Del Giudice, Shimon Marom, 2015, PLoS Comput. Biol..

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

Hamid Reza Mohseni, Morten L. Kringelbach, Mark W. Woolrich, 2015, NeuroImage.

Analysis of coupled decision-making modules for multisensory integration

Gustavo Deco, Ralph G Andrzejak, Marco Loh, 2007, BMC Neuroscience.

A unified model of spatial and object attention based on inter-cortical biased competition

Tai Sing Lee, Gustavo Deco, G. Deco, 2002, Neurocomputing.

Balanced Input Allows Optimal Encoding in a Stochastic Binary Neural Network Model: An Analytical Study

Gustavo Deco, Etienne Hugues, G. Deco, 2012, PloS one.

Generative Embeddings of Brain Collective Dynamics Using Variational Autoencoders.

Gustavo Deco, Yonatan Sanz Perl, Helmut Laufs, 2020, Physical review letters.

Feature-based Attention in Human Visual Cortex: Simulation of Fmri Data

Gustavo Deco, Silvia Corchs, G. Deco, 2003 .

Linear Feature Extraction: Infomax Principle

Gustavo Deco, Dragan Obradovic, G. Deco, 1996 .

Perceptual detection and stochastic dynamics

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2010 .

Resting-State Functional Connectivity Emerges from Structurally and Dynamically Shaped Slow Linear Fluctuations

Maurizio Corbetta, Gustavo Deco, Gian Luca Romani, 2013, The Journal of Neuroscience.

Functional harmonics reveal multi-dimensional basis functions underlying cortical organization

Morten L. Kringelbach, Gustavo Deco, Patric Hagmann, 2019, bioRxiv.

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

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2017, NeuroImage.

Introduction: Neuronal, Cortical, and Network foundations

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2010 .

The neuronal dynamics underlying cognitive flexibility in set shifting tasks

Gustavo Deco, Anja Stemme, Astrid Busch, 2007, Journal of Computational Neuroscience.

Preliminaries of Information Theory and Neural Networks

Gustavo Deco, Dragan Obradovic, 1996 .

Dynamical Systems: An Overview

Gustavo Deco, Bernd Schürmann, 2001 .

Attention and stochastic dynamics

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2010 .

Extracting orthogonal subject- and behavior-specific signatures from fMRI data using whole-brain effective connectivity (Version posted online February 12, 2018)

Matthieu Gilson, Andrea Insabato, Gustavo Deco, 2017 .

Nonlinear Feature Extraction: Boolean Stochastic Networks

Gustavo Deco, Dragan Obradovic, G. Deco, 1996 .

Application of Neural Networks in Pulp Production

Gustavo Deco, Herbert Furumoto, Dragan Obradovic, 1993, KI.

The Computational Neuroscience ofVisual Cognition: Attention, Memory and Reward

Gustavo Deco, G. Deco, 2004, WAPCV.

The dynamics of resting fluctuations in the brain

Gustavo Deco, G. Deco, 2015, BMC Neuroscience.

Causal correlation paths across cortical areas in decision making

Gustavo Deco, Adrià Tauste Campo, Verónica Nácher, 2014, BMC Neuroscience.

Propagation of BOLD activity reveals task-dependent directed interactions across human visual cortex

Matthieu Gilson, Gustavo Deco, Frans W. Cornelissen, 2017, bioRxiv.

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

Gustavo Deco, Rainer Goebel, Martijn P. van den Heuvel, 2017, NeuroImage.

Optimal Information Transfer in the Cortex through Synchronization

Gustavo Deco, Andres Buehlmann, G. Deco, 2010, PLoS Comput. Biol..

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

Matthieu Gilson, Gustavo Deco, Dante Mantini, 2018, NeuroImage.

An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons

Gustavo Deco, Bernd Schürmann, 1997, ICANN.

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

Gustavo Deco, Josephine Cruzat, Albert Costa, 2016, NeuroImage.

Changes of Mind in an Attractor Network of Decision-Making

Larissa Albantakis, Gustavo Deco, Larissa Albantakis, 2011, PLoS Comput. Biol..

A model of binocular rivalry based on competition in IT

Gustavo Deco, Luis F. Lago-Fernández, G. Deco, 2002, Neurocomputing.

Turbulent-like Dynamics in the Human Brain

Morten L. Kringelbach, Gustavo Deco, M. Kringelbach, 2019, bioRxiv.

Mathematical modeling for resting state functional connectivity of cortical and sub-cortical networks

Maurizio Corbetta, Gustavo Deco, Alessandra Griffa, 2013, BMC Neuroscience.

Synaptic dynamics and decision making

Gustavo Deco, Ranulfo Romo, Edmund T Rolls, 2010, Proceedings of the National Academy of Sciences.

Continuous Boltzmann machine with rotor neurons

Lucas C. Parra, Gustavo Deco, 1995, Neural Networks.

Stochastic Dynamics in the Brain and Probabilistic Decision-Making

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2009, Creating Brain-Like Intelligence.

Neurodynamical approach to the picture-word interference effect

Gustavo Deco, Albert Costa, Marco Loh, 2006, Neurocomputing.

Simultaneous Parallel Processing of Object and Position by Temporal Correlation

Gustavo Deco, Luis F. Lago-Fernández, G. Deco, 2001, IWANN.

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

Matthieu Gilson, Jean-Francois Mangin, Gustavo Deco, 2019, NeuroImage.

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

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2016, PLoS Comput. Biol..

A new computational approach to estimate whole-brain effective connectivity from functional and structural MRI, applied to language development

Angela D. Friederici, Gustavo Deco, Marco Ganzetti, 2019, Scientific Reports.

Two Strategies to Avoid Overfitting in Feedforward Networks

Gustavo Deco, Wilfried Brauer, Christian Schittenkopf, 1997, Neural Networks.

A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics

Antonio Frisoli, Massimo Bergamasco, Gustavo Deco, 2009, 2008 IEEE International Conference on Robotics and Biomimetics.

An Information Theoretic Measure for the Classification of Time Series

Gustavo Deco, Christian Schittenkopf, 1996, ICANN.

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

Gustavo Deco, Rikkert Hindriks, Yusuke Murayama, 2016, NeuroImage.

Synchronization in inhomogeneous networks with delay: Implications for resting state networks

Gustavo Deco, Andreas Daffertshofer, Robert Ton, 2013 .

Neurodynamical model of confidence decision-making in LIP

Mario Pannunzi, Gustavo Deco, Andrea Insabato, 2011, BMC Neuroscience.

Unsupervised learning for blind source separation: an information-theoretic approach

Gustavo Deco, Dragan Obradovic, G. Deco, 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Elimination of Overtraining by a Mutual Information Network

Gustavo Deco, W. Finnoff, Hans-Georg Zimmermann, 1993 .

Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields

Gustavo Deco, Bernd Schürmann, G. Deco, 2001, Neural Processing Letters.

The effects of time delays on synchronization properties in a network of neural mass models

Gustavo Deco, Andreas Daffertshofer, Robert Ton, 2013, BMC Neuroscience.

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

Mario Pannunzi, Gustavo Deco, Albert Costa, 2017, Cogn. Sci..

Brain tumor classification based on EEG hidden dynamics

Gustavo Deco, Rosaria Silipo, Helmut Bartsch, 1999, Intell. Data Anal..

Learning and Coding in Neural Networks

Gustavo Deco, Timothée Masquelier, G. Deco, 2013 .

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

Gustavo Deco, Rainer Goebel, Mario Senden, 2012, NeuroImage.

Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations

Gustavo Deco, Paolo Del Giudice, Maurizio Mattia, 2006, Neurocomputing.

Neural mechanisms of audio tactile integration in the flutter range

Mario Pannunzi, Gustavo Deco, Salvador Soto-Faraco, 2011, BMC Neuroscience.

Supervised Learning for Decorrelated Gaussian Networks

Gustavo Deco, Dragan Obradovic, 1993 .

Identification of Optimal Structural Connectivity Using Functional Connectivity and Neural Modeling

Ravi S. Menon, Stefan Everling, Gustavo Deco, 2014, The Journal of Neuroscience.

Editorial: The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment

Gustavo Deco, Rainer Goebel, Florian Röhrbein, 2020, Frontiers in Computational Neuroscience.

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

Morten L. Kringelbach, Gustavo Deco, Adrián Ponce-Alvarez, 2021, NeuroImage.

Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning

Gustavo Deco, Elmar Wolfgang Lang, Ana Maria Tomé, 2021, Comput. Intell. Neurosci..

Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss

Morten L. Kringelbach, Gustavo Deco, Camilo Miguel Signorelli, 2020, NeuroImage.

Whole-brain modeling to predict optimal deep brain stimulation targeting

Morten L. Kringelbach, Gustavo Deco, Henrique M. Fernandes, 2022, Connectomic Deep Brain Stimulation.

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

Gustavo Deco, Athena Demertzi, Steven Laureys, 2020, bioRxiv.

The effect of noise on the synchronization dynamics of the Kuramoto model on a large human connectome graph

Gustavo Deco, Jeffrey Kelling, G'eza 'Odor, 2021, Neurocomputing.

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

Gustavo Deco, Adrià Tauste Campo, Alessandro Principe, 2017, Clinical Neurophysiology.

Neuronal Discharges and Gamma Oscillations Explicitly Reflect Visual Consciousness in the Lateral Prefrontal Cortex

Gustavo Deco, Nikos K. Logothetis, N. Logothetis, 2012, Neuron.

Communication before coherence

Gustavo Deco, E. Rolls, G. Deco, 2012, The European journal of neuroscience.

Cognitive flexibility and decision‐making in a model of conditional visuomotor associations

Gustavo Deco, Marco Loh, G. Deco, 2005, The European journal of neuroscience.

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

Carl D. Hacker, Maurizio Corbetta, Gustavo Deco, 2017, Brain : a journal of neurology.

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

Morten L. Kringelbach, Gustavo Deco, Josephine Cruzat, 2019, Proceedings of the National Academy of Sciences.

Nonlinear independent component analysis and multivariate time series analysis

Gustavo Deco, Jan Storck, Jan Storck, 1997 .

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

Gustavo Deco, Morten L Kringelbach, Joana Cabral, 2017, Scientific Reports.

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

Gustavo Deco, Morten L Kringelbach, Joana Cabral, 2013, Chaos.

An attractor hypothesis of obsessive–compulsive disorder

Gustavo Deco, Marco Loh, E. Rolls, 2008, The European journal of neuroscience.

The Emergence of Spontaneous and Evoked Functional Connectivity in a Large-Scale Model of the Brain

Gustavo Deco, Adrián Ponce-Alvarez, 2015 .

Network Bursting Dynamics in Excitatory Cortical Neuron Cultures Results from the Combination of Different Adaptive Mechanism

Gustavo Deco, Timothée Masquelier, G. Deco, 2013, PloS one.

computational neuroscience approach to schizophrenia and its onset

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2011 .

Non-reward neural mechanisms in the orbitofrontal cortex

Gustavo Deco, Edmund T. Rolls, E. Rolls, 2016, Cortex.

Computational Modeling of Resting-State Activity Demonstrates Markers of Normalcy in Children with Prenatal or Perinatal Stroke

Gustavo Deco, Patric Hagmann, Alessandra Griffa, 2015, The Journal of Neuroscience.

Exploring the network dynamics underlying brain activity during rest

Morten L. Kringelbach, Gustavo Deco, Joana Cabral, 2014, Progress in Neurobiology.

Weber's Law in Decision Making: Integrating Behavioral Data in Humans with a Neurophysiological Model

Gustavo Deco, Salvador Soto-Faraco, G. Deco, 2007, The Journal of Neuroscience.

Primate Amygdala Neurons Simulate Decision Processes of Social Partners

Gustavo Deco, Fabian Grabenhorst, Wolfram Schultz, 2019, Cell.

Simulated functional networks in health and schizophrenia: a graph theoretical approach

Gustavo Deco, Joana Cabral, Etienne Hugues, 2011, BMC Neuroscience.

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

Gustavo Deco, Alan Tucholka, José Luis Molinuevo, 2017, NeuroImage: Clinical.

Ephaptic coupling in white matter fibre bundles modulates axonal transmission delays

Gustavo Deco, Thomas R. Knösche, Gerald Hahn, 2020, bioRxiv.

Cortical Microcircuit Dynamics Mediating Binocular Rivalry: The Role of Adaptation in Inhibition

Gustavo Deco, Nikos K. Logothetis, Panagiota Theodoni, 2011, Front. Hum. Neurosci..

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Minoru Asada, Anders M. Dale, Anna Devor, 2017, BMC Neuroscience.

Neural mechanisms of vibrotactile categorization

Gustavo Deco, Richard Klein, Maximilian Riesenhuber, 2019, Human brain mapping.

Dynamic communicability and flow to describe complex network dynamics with linear feedback

Matthieu Gilson, Gustavo Deco, Gorka Zamora-López, 2017 .

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

Gustavo Deco, Morten Kringelbach, M. Kringelbach, 2016, Trends in Neurosciences.

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

Gustavo Deco, Per E. Roland, Claus C. Hilgetag, 2014, Front. Syst. Neurosci..

Modular biased‐competition and cooperation: a candidate mechanism for selective working memory

Gustavo Deco, Martin Stetter, G. Deco, 2004, The European journal of neuroscience.

Correction to Metastability and Coherence: Extending the Communication through Coherence Hypothesis Using a Whole-Brain Computational Perspective [Trends in Neurosciences, 39, 3, (2016), 125-135], doi: 10.1016/j.tins.2016.01.001

Morten L. Kringelbach, Gustavo Deco, M. Kringelbach, 2016 .

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

Gustavo Deco, Morten L Kringelbach, Joel Pearson, 2017, bioRxiv.

Neural Plasticity in Human Brain Connectivity

Morten L. Kringelbach, Gustavo Deco, Henrique M. Fernandes, 2017 .

A Fluctuation-Driven Mechanism for Slow Decision Processes in Reverberant Networks

Gustavo Deco, Maurizio Mattia, Daniel Martí, 2008, PloS one.

The Role of Short-Term Memory in Visual Attention

Gustavo Deco, Edmund T. Rolls, 2005 .

Computational significance of transient dynamics in cortical networks

Gustavo Deco, Daniel Durstewitz, 2008 .

Whole-Brain Multimodal Neuroimaging Model Using Serotonin Receptor Maps Explains Non-linear Functional Effects of LSD

Morten L. Kringelbach, Gustavo Deco, Josephine Cruzat, 2018, Current Biology.

A Multiple-Choice Task with Changes of Mind

Larissa Albantakis, Gustavo Deco, Albert Costa, 2012, PloS one.

The Neuronal Basis of Attention: Rate versus Synchronization Modulation

Gustavo Deco, Andres Buehlmann, G. Deco, 2008, The Journal of Neuroscience.

Simulating posterior parietal damage in a biologically plausible framework: Neuropsychological tests of the search over time and space model

Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco, 2009, Cognitive neuropsychology.

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

Gustavo Deco, Verónica Nácher, Rogelio Luna, 2014, Proceedings of the National Academy of Sciences.

Extended method of moments for deterministic analysis of stochastic multistable neurodynamical systems.

Gustavo Deco, Daniel Martí, 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

Cholinergic control of cortical network interactions enables feedback‐mediated attentional modulation

Gustavo Deco, Alexander Thiele, A. Thiele, 2011, The European journal of neuroscience.

Resting State Networks in empirical and simulated dynamic functional connectivity

Matthieu Gilson, Gustavo Deco, Adrián Ponce-Alvarez, 2017 .

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

Morten L. Kringelbach, Tipu Z. Aziz, Gustavo Deco, 2015, Front. Behav. Neurosci..

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

Gustavo Deco, Giulio Tononi, Patric Hagmann, 2014, Cerebral cortex.

The encoding of alternatives in multiple-choice decision-making

Larissa Albantakis, Gustavo Deco, Larissa Albantakis, 2009, Proceedings of the National Academy of Sciences.

Interactions between higher and lower visual areas improve shape selectivity of higher level neurons—Explaining crowding phenomena

Gustavo Deco, Pieter R. Roelfsema, Victor A. F. Lamme, 2007, Brain Research.

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

Gustavo Deco, Emma Muñoz-Moreno, Cristian Tornador, 2016, Cortex.

Neural dynamics of cross-modal and cross-temporal associations

Gustavo Deco, Joaquín Fuster, Anders Ledberg, 2005, Experimental Brain Research.

The neurodynamics of visual search

Gustavo Deco, Josef Zihl, G. Deco, 2006 .

Neural Variability in Premotor Cortex Is Modulated by Trial History and Predicts Behavioral Performance

Gustavo Deco, Pierpaolo Pani, Paul Verschure, 2013, Neuron.

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

Gustavo Deco, Carles Falcón, Cristian Tornador, 2016, Scientific Reports.

Neurodynamical amplification of perceptual signals via system-size resonance

Gustavo Deco, Jordi Garcia-Ojalvo, Marco Loh, 2008 .

Coherent delta-band oscillations between cortical areas correlate with decision making

Gustavo Deco, Verónica Nácher, Ranulfo Romo, 2013, Proceedings of the National Academy of Sciences.

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

Gustavo Deco, Alessandro Principe, Miguel Ley, 2017, bioRxiv.

The Role of Rhythmic Neural Synchronization in Rest and Task Conditions

Gustavo Deco, Timothée Masquelier, Etienne Hugues, 2011, Front. Hum. Neurosci..

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

Gustavo Deco, Morten L Kringelbach, Joana Cabral, 2019, Human brain mapping.

Noise in Attractor Networks in the Brain Produced by Graded Firing Rate Representations

Jianfeng Feng, Gustavo Deco, Edmund T. Rolls, 2011, PloS one.

Phonological deﬁcits in speciﬁc language impairment and developmental dyslexia: towards a multidimensional model

Gustavo Deco, Ilona Kovács, Peter Hagoort, 2013 .

Single or Multi-Frequency generators in on-going brain activity: a mechanistic whole-brain model of empirical MEG data

Morten L. Kringelbach, Mark W. Woolrich, Gustavo Deco, 2016, bioRxiv.

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

Morten L. Kringelbach, Gustavo Deco, Selen Atasoy, 2017 .

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

Gustavo Deco, Morten L Kringelbach, Selen Atasoy, 2017, bioRxiv.

Neural Plasticity in Human Brain Connectivity: The Effects of Long Term Deep Brain Stimulation of the Subthalamic Nucleus in Parkinson’s Disease

Morten L. Kringelbach, Tipu Z. Aziz, Gustavo Deco, 2014, PloS one.