Gustavo Deco - RankMe

175 papers C 5Misc 2Journal 150Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Slow wave generation and propagation in a model of brain lesions. NeuroImage Gianluca Gaglioti, Leonardo Dalla Porta, Michele Angelo Colombo, Simone Russo, Thierry Nieus, Gustavo Deco, Maurizio Corbetta, Simone Sarasso, Maria V. Sanchez-Vives, Marcello Massimini
2025	J	`jnl`	Emergence and maintenance of modularity in neural networks with Hebbian and anti-Hebbian inhibitory STDP. PLoS Comput. Biol. Raphaël Bergoin, Alessandro Torcini, Gustavo Deco, Mathias Quoy, Gorka Zamora-López
2025	J	`jnl`	Individual trajectories for recovery of neocortical activity in disorders of consciousness. PLoS Comput. Biol. Prejaas K. B. Tewarie, Romesh G. Abeysuriya, Rajanikant Panda, Pablo Núñez, Marie M. Vitello, Glenn van der Lande, Olivia Gosseries, Aurore Thibaut, Steven Laureys, Gustavo Deco, Jitka Annen
2025	J	`jnl`	Nonequilibrium brain dynamics elicited as the origin of perturbative complexity. PLoS Comput. Biol. Wiep Stikvoort, Eider Pérez-Ordoyo, Iván Mindlin, Anira Escrichs, Jacobo D. Sitt, Morten L. Kringelbach, Gustavo Deco, Yonatan Sanz Perl
2024	J	`jnl`	Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks. CoRR Facundo Roffet, Gustavo Deco, Claudio Delrieux, Gustavo Patow
2024	J	`jnl`	Functional hierarchies in brain dynamics characterized by signal reversibility in ferret cortex. PLoS Comput. Biol. Sebastian Idesis, Sebastián Geli, Joshua Faskowitz, Jakub Vohryzek, Yonatan Sanz Perl, Florian Pieper, Edgar E. Galindo-Leon, Andreas K. Engel, Gustavo Deco
2024	J	`jnl`	Metastable Oscillatory Modes as a Signature of Entropy Management in the Brain. Entropy Marta Xavier, Patrícia Figueiredo, Gustavo Deco, Andrea I. Luppi, Joana Cabral
2024	J	`jnl`	Re-awakening the brain: Forcing transitions in disorders of consciousness by external in silico perturbation. PLoS Comput. Biol. Paulina Clara Dagnino, Anira Escrichs, Ane López-González, Olivia Gosseries, Jitka Annen, Yonatan Sanz Perl, Morten L. Kringelbach, Steven Laureys, Gustavo Deco
2024	J	`jnl`	Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury. Frontiers Neuroinformatics Noelia Martínez-Molina, Yonatan Sanz Perl, Anira Escrichs, Morten L. Kringelbach, Gustavo Deco
2023	J	`jnl`	A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings. NeuroImage Roser Sanchez-Todo, André M. Bastos, Edmundo Lopez-Sola, Borja Mercadal, Emiliano Santarnecchi, Earl K. Miller, Gustavo Deco, Giulio Ruffini
2023	J	`jnl`	Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks. PLoS Comput. Biol. Pau Clusella, Gustavo Deco, Morten L. Kringelbach, Giulio Ruffini, Jordi García-Ojalvo
2023	J	`jnl`	Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness. NeuroImage Andrea I. Luppi, Joana Cabral, Rodrigo Cofré, Pedro A. M. Mediano, Fernando E. Rosas, Abid Y. Qureshi, Amy Kuceyeski, Enzo Tagliazucchi, Federico Raimondo, Gustavo Deco, James M. Shine, Morten L. Kringelbach, Patricio Orio, ShiNung Ching, Yonatan Sanz Perl, Michael N. Diringer, Robert D. Stevens, Jacobo Diego Sitt
2023	J	`jnl`	Information decomposition reveals hidden high-order contributions to temporal irreversibility. CoRR Andrea I. Luppi, Fernando E. Rosas, Gustavo Deco, Morten L. Kringelbach, Pedro A. M. Mediano
2023	J	`jnl`	LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics. PLoS Comput. Biol. Giulio Ruffini, Giada Damiani, Diego Lozano-Soldevilla, Nikolas Deco, Fernando E. Rosas, Narsis A. Kiani, Adrián Ponce-Alvarez, Morten L. Kringelbach, Robin L. Carhart-Harris, Gustavo Deco
2023	J	`jnl`	Multi-modal and multi-model interrogation of large-scale functional brain networks. NeuroImage Francesca Castaldo, Francisco Páscoa dos Santos, Ryan C. Timms, Joana Cabral, Jakub Vohryzek, Gustavo Deco, Mark W. Woolrich, Karl J. Friston, Paul F. M. J. Verschure, Vladimir Litvak
2023	J	`jnl`	Non-reversibility outperforms functional connectivity in characterisation of brain states in MEG data. NeuroImage Prejaas Tewarie, Rikkert Hindriks, Yi Ming Lai, Stamatios N. Sotiropoulos, Morten L. Kringelbach, Gustavo Deco
2022	J	`jnl`	Brain simulation as a cloud service: The Virtual Brain on EBRAINS. NeuroImage Michael Schirner, Lia Domide, Dionysios Perdikis, Paul Triebkorn, Leon Stefanovski, Roopa Pai, Paula Prodan, Bogdan Valean, Jessica Palmer, Chloê Langford, André Blickensdörfer, Michiel van der Vlag, Sandra Diaz-Pier, Alexander Peyser, Wouter Klijn, Dirk Pleiter, Anne Nahm, Oliver Schmid, Michael Marmaduke Woodman, Lyuba Zehl, Jan Fousek, Spase Petkoski, Lionel Kusch, Meysam Hashemi, Daniele Marinazzo, Jean-François Mangin, Agnes Flöel, Simisola Akintoye, Bernd Carsten Stahl, Michael Cepic, Emily Johnson, Gustavo Deco, Anthony R. McIntosh, Claus C. Hilgetag, Marc Morgan, Bernd Schuller, Alex Upton, Colin McMurtrie, Timo Dickscheid, Jan G. Bjaalie, Katrin Amunts, Jochen Mersmann, Viktor K. Jirsa, Petra Ritter
2022	J	`jnl`	Dynamic primitives of brain network interaction. NeuroImage Michael Schirner, Xiaolu Kong, B. T. Thomas Yeo, Gustavo Deco, Petra Ritter
2022	J	`jnl`	Modes of cognition: Evidence from metastable brain dynamics. NeuroImage Katerina Capouskova, Morten L. Kringelbach, Gustavo Deco
2022	J	`jnl`	On the intersection between data quality and dynamical modelling of large-scale fMRI signals. NeuroImage Kevin M. Aquino, Ben D. Fulcher, Stuart Oldham, Linden Parkes, Leonardo L. Gollo, Gustavo Deco, Alex Fornito
2022	J	`jnl`	Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics. PLoS Comput. Biol. Yonatan Sanz Perl, Anira Escrichs, Enzo Tagliazucchi, Morten L. Kringelbach, Gustavo Deco
2022	J	`jnl`	The human language effective connectome. NeuroImage Edmund T. Rolls, Gustavo Deco, Chu-Chung Huang, Jianfeng Feng
2022	J	`jnl`	What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics. PLoS Comput. Biol. Fernando Soler-Toscano, Javier A. Galadí, Anira Escrichs, Yonatan Sanz Perl, Ane López-González, Jacobo D. Sitt, Jitka Annen, Olivia Gosseries, Aurore Thibaut, Rajanikant Panda, Francisco José Esteban, Steven Laureys, Morten L. Kringelbach, José A. Langa, Gustavo Deco
2021	J	`jnl`	Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. Comput. Intell. Neurosci. Simon Wein, Gustavo Deco, Ana Maria Tomé, Markus Goldhacker, Wilhelm M. Malloni, Mark W. Greenlee, Elmar Wolfgang Lang
2021	J	`jnl`	Capturing the non-stationarity of whole-brain dynamics underlying human brain states. NeuroImage Javier A. Galadí, Silvana Silva Pereira, Y. Sanz Perl, Morten L. Kringelbach, I. Gayte, Helmut Laufs, Enzo Tagliazucchi, José A. Langa, Gustavo Deco
2021	J	`jnl`	Ephaptic coupling in white matter fibre bundles modulates axonal transmission delays. PLoS Comput. Biol. Helmut Schmidt, Gerald Hahn, Gustavo Deco, Thomas R. Knösche
2021	J	`jnl`	Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss. NeuroImage Camilo Miguel Signorelli, Lynn Uhrig, Morten L. Kringelbach, Béchir Jarraya, Gustavo Deco
2021	J	`jnl`	Increased sensitivity to strong perturbations in a whole-brain model of LSD. NeuroImage Beatrice M. Jobst, Selen Atasoy, Adrián Ponce-Alvarez, Ana Sanjuán, Leor Roseman, Mendel Kaelen, Robin L. Carhart-Harris, Morten L. Kringelbach, Gustavo Deco
2021	J	`jnl`	Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness. PLoS Comput. Biol. Yonatan Sanz Perl, Carla Pallavicini, Ignacio Perez Ipiña, Athena Demertzi, Vincent Bonhomme, Charlotte Martial, Rajanikant Panda, Jitka Annen, Agustín Ibáñez, Morten L. Kringelbach, Gustavo Deco, Helmut Laufs, Jacobo D. Sitt, Steven Laureys, Enzo Tagliazucchi
2021	J	`jnl`	Rapid encoding of musical tones discovered in whole-brain connectivity. NeuroImage Leonardo Bonetti, Elvira Brattico, Francesco Carlomagno, G. Donati, Joana Cabral, Niels Trusbak Haumann, Gustavo Deco, Peter Vuust, Morten L. Kringelbach
2021	J	`jnl`	Signature of consciousness in brain-wide synchronization patterns of monkey and human fMRI signals. NeuroImage Gerald Hahn, Gorka Zamora-López, Lynn Uhrig, Enzo Tagliazucchi, Helmut Laufs, Dante Mantini, Morten L. Kringelbach, Béchir Jarraya, Gustavo Deco
2021	J	`jnl`	The effect of noise on the synchronization dynamics of the Kuramoto model on a large human connectome graph. Neurocomputing Géza Ódor, Jeffrey Kelling, Gustavo Deco
2020	J	`jnl`	Editorial: The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment. Frontiers Comput. Neurosci. Mario Senden, Judith C. Peters, Florian Röhrbein, Gustavo Deco, Rainer Goebel
2020	J	`jnl`	Lifespan associated global patterns of coherent neural communication. NeuroImage Bikash Sahoo, Anagh Pathak, Gustavo Deco, Arpan Banerjee, Dipanjan Roy
2020	J	`jnl`	Low entropy map of brain oscillatory activity identifies spatially localized events: A new method for automated epilepsy focus prediction. NeuroImage Manel Vila-Vidal, Carmen Pérez Enríquez, Alessandro Principe, Rodrigo Rocamora, Gustavo Deco, Adrià Tauste Campo
2020	J	`jnl`	Modeling regional changes in dynamic stability during sleep and wakefulness. NeuroImage Ignacio Perez Ipiña, Patricio Donnelly Kehoe, Morten L. Kringelbach, Helmut Laufs, Agustín Ibáñez, Gustavo Deco, Yonatan Sanz Perl, Enzo Tagliazucchi
2019	J	`jnl`	Distinct modes of functional connectivity induced by movie-watching. NeuroImage Murat Demirtas, Adrián Ponce-Alvarez, Matthieu Gilson, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Karl J. Friston, Maurizio Corbetta, Gustavo Deco
2019	J	`jnl`	Does Bilingualism Alter Lexical Structure? Response to Oppenheim, Wu, and Thierry (2018). Cogn. Sci. Albert Costa, Mario Pannunzi, Gustavo Deco, Martin J. Pickering
2019	J	`jnl`	Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin. NeuroImage Louis-David Lord, Paul Expert, Selen Atasoy, Leor Roseman, Kristina M. Rapuano, Renaud Lambiotte, David J. Nutt, Gustavo Deco, Robin L. Carhart-Harris, Morten L. Kringelbach, Joana Cabral
2019	J	`jnl`	Latency analysis of resting-state BOLD-fMRI reveals traveling waves in visual cortex linking task-positive and task-negative networks. NeuroImage Rikkert Hindriks, R. Mantini, Nicolas Gravel, Gustavo Deco
2019	J	`jnl`	Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability. NeuroImage Matthieu Gilson, Nikos E. Kouvaris, Gustavo Deco, Jean-François Mangin, Cyril Poupon, Sandrine Lefranc, Denis Rivière, Gorka Zamora-López
2019	J	`jnl`	Resting state dynamics meets anatomical structure: Temporal multiple kernel learning (tMKL) model. NeuroImage Sriniwas Govinda Surampudi, Joyneel Misra, Gustavo Deco, Raju Surampudi Bapi, Avinash Sharma, Dipanjan Roy
2018	J	`jnl`	Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold
2018	J	`jnl`	Corrigendum for: Do bilinguals automatically activate their native language when they are not using it? Cogn. Sci. Albert Costa, Mario Pannunzi, Gustavo Deco, Martin J. Pickering
2018	J	`jnl`	Distinct criticality of phase and amplitude dynamics in the resting brain. NeuroImage Andreas Daffertshofer, Robert Ton, Morten L. Kringelbach, Mark W. Woolrich, Gustavo Deco
2018	J	`jnl`	Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions. NeuroImage Matthieu Gilson, Gustavo Deco, Karl J. Friston, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Maurizio Corbetta
2018	J	`jnl`	Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity. NeuroImage Vicente Pallarés, Andrea Insabato, Ana Sanjuán, Simone Kühn, Dante Mantini, Gustavo Deco, Matthieu Gilson
2018	J	`jnl`	Perturbation of whole-brain dynamics NeuroImage Gustavo Deco, Joana Cabral, Victor M. Saenger, Mélanie Boly, Enzo Tagliazucchi, Helmut Laufs, Eus J. W. van Someren, Beatrice M. Jobst, Angus Stevner, Morten L. Kringelbach
2018	J	`jnl`	Scale-freeness or partial synchronization in neural mass phase oscillator networks: Pick one of two? NeuroImage Andreas Daffertshofer, Robert Ton, Bastian Pietras, Morten L. Kringelbach, Gustavo Deco
2018	J	`jnl`	Source-reconstruction of the sensorimotor network from resting-state macaque electrocorticography. NeuroImage Rikkert Hindriks, Cristiano Micheli, Conrado A. Bosman, Robert Oostenveld, Christopher M. Lewis, Dante Mantini, Pascal Fries, Gustavo Deco
2018	J	`jnl`	Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance. NeuroImage Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco
2018	J	`jnl`	The dynamics of human cognition: Increasing global integration coupled with decreasing segregation found using iEEG. NeuroImage Josephine Cruzat, Gustavo Deco, Adrià Tauste Campo, Alessandro Principe, Albert Costa, Morten L. Kringelbach, Rodrigo Rocamora
2017	J	`jnl`	Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior. NeuroImage Mario Senden, Niels Reuter, Martijn P. van den Heuvel, Rainer Goebel, Gustavo Deco
2017	J	`jnl`	Do Bilinguals Automatically Activate Their Native Language When They Are Not Using It? Cogn. Sci. Albert Costa, Mario Pannunzi, Gustavo Deco, Martin J. Pickering
2017	J	`jnl`	Effect of Field Spread on Resting-State Magneto Encephalography Functional Network Analysis: A Computational Modeling Study. Brain Connect. Silvana Silva Pereira, Rikkert Hindriks, Stefanie Mühlberg, Eric Maris, Freek van Ede, Alessandra Griffa, Patric Hagmann, Gustavo Deco
2017	J	`jnl`	Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms. NeuroImage Joana Cabral, Morten L. Kringelbach, Gustavo Deco
2017	J	`jnl`	Multiple Choice Neurodynamical Model of the Uncertain Option Task. PLoS Comput. Biol. Andrea Insabato, Mario Pannunzi, Gustavo Deco
2017	J	`jnl`	Resting state networks in empirical and simulated dynamic functional connectivity. NeuroImage Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco
2017	J	`jnl`	Resting-state fMRI correlations: From link-wise unreliability to whole brain stability. NeuroImage Mario Pannunzi, Rikkert Hindriks, Ruggero G. Bettinardi, Elisabeth Wenger, Nina Lisofsky, Johan Mårtensson, Oisin Butler, Elisa Filevich, Maxi Becker, Martyna Lochstet, Simone Kühn, Gustavo Deco
2017	J	`jnl`	Single or multiple frequency generators in on-going brain activity: A mechanistic whole-brain model of empirical MEG data. NeuroImage Gustavo Deco, Joana Cabral, Mark W. Woolrich, Angus Stevner, Tim J. Van Hartevelt, Morten L. Kringelbach
2017	J	`jnl`	Spontaneous cortical activity is transiently poised close to criticality. PLoS Comput. Biol. Gerald Hahn, Adrián Ponce-Alvarez, Cyril Monier, Giacomo Benvenuti, Arvind Kumar, Frédéric Chavane, Gustavo Deco, Yves Frégnac
2017	J	`jnl`	The most relevant human brain regions for functional connectivity: Evidence for a dynamical workspace of binding nodes from whole-brain computational modelling. NeuroImage Gustavo Deco, Tim J. Van Hartevelt, Henrique M. Fernandes, Angus Stevner, Morten L. Kringelbach
2017	J	`jnl`	Time-Resolved Resting-State Functional Magnetic Resonance Imaging Analysis: Current Status, Challenges, and New Directions. Brain Connect. Shella D. Keilholz, César Caballero-Gaudes, Peter A. Bandettini, Gustavo Deco, Vince D. Calhoun
2016	J	`jnl`	Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI? NeuroImage Rikkert Hindriks, Mohit H. Adhikari, Yusuke Murayama, Marco Ganzetti, Dante Mantini, Nikos K. Logothetis, Gustavo Deco
2016	J	`jnl`	Corrigendum to "Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?" [NeuroImage 127 (2016) 242-256]. NeuroImage Rikkert Hindriks, Mohit H. Adhikari, Yusuke Murayama, Marco Ganzetti, Dante Mantini, Nikos K. Logothetis, Gustavo Deco
2016	J	`jnl`	Does the regulation of local excitation-inhibition balance aid in recovery of functional connectivity? A computational account. NeuroImage Anirudh Nihalani Vattikonda, Bapi Raju Surampudi, Arpan Banerjee, Gustavo Deco, Dipanjan Roy
2016	J	`jnl`	Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome. PLoS Comput. Biol. Matthieu Gilson, Rubén Moreno-Bote, Adrián Ponce-Alvarez, Petra Ritter, Gustavo Deco
2015	J	`jnl`	Functional connectivity dynamics: Modeling the switching behavior of the resting state. NeuroImage Enrique C. A. Hansen, Demian Battaglia, Andreas Spiegler, Gustavo Deco, Viktor K. Jirsa
2015	J	`jnl`	Gradual emergence of spontaneous correlated brain activity during fading of general anesthesia in rats: Evidences from fMRI and local field potentials. NeuroImage Ruggero G. Bettinardi, Núria Tort-Colet, Marcel Ruiz-Mejias, Maria V. Sanchez-Vives, Gustavo Deco
2015	J	`jnl`	Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model. PLoS Comput. Biol. Guido Gigante, Gustavo Deco, Shimon Marom, Paolo Del Giudice
2015	J	`jnl`	Network dynamics with BrainX3: a large-scale simulation of the human brain network with real-time interaction. Frontiers Neuroinformatics Xerxes D. Arsiwalla, Riccardo Zucca, Alberto Betella, Enrique Martínez Bueno, David Dalmazzo, Pedro Omedas, Gustavo Deco, Paul F. M. J. Verschure
2015	J	`jnl`	Resting-State Temporal Synchronization Networks Emerge from Connectivity Topology and Heterogeneity. PLoS Comput. Biol. Adrián Ponce-Alvarez, Gustavo Deco, Patric Hagmann, Gian Luca Romani, Dante Mantini, Maurizio Corbetta
2015	J	`jnl`	Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex. NeuroImage Rikkert Hindriks, Mark W. Woolrich, Henry Luckhoo, Morten Joensson, Hamid Reza Mohseni, Morten L. Kringelbach, Gustavo Deco
2015	J	`jnl`	Task-Driven Activity Reduces the Cortical Activity Space of the Brain: Experiment and Whole-Brain Modeling. PLoS Comput. Biol. Adrián Ponce-Alvarez, Biyu J. He, Patric Hagmann, Gustavo Deco
2015	J	`jnl`	The Encoding of Decision Difficulty and Movement Time in the Primate Premotor Cortex. PLoS Comput. Biol. Marina Martínez-García, Andrea Insabato, Mario Pannunzi, Jose L. Pardo-Vazquez, Carlos Acuña, Gustavo Deco
2014	J	`jnl`	Exploring mechanisms of spontaneous functional connectivity in MEG: How delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations. NeuroImage Joana Cabral, Henry Luckhoo, Mark William Woolrich, Morten Joensson, Hamid Reza Mohseni, Adam P. Baker, Morten L. Kringelbach, Gustavo Deco
2014	J	`jnl`	How delays matter in an oscillatory whole-brain spiking-neuron network model for MEG alpha-rhythms at rest. NeuroImage Tristan T. Nakagawa, Mark William Woolrich, Henry Luckhoo, Morten Joensson, Hamid Reza Mohseni, Morten L. Kringelbach, Viktor K. Jirsa, Gustavo Deco
2014	J	`jnl`	Intra-cortical propagation of EEG alpha oscillations. NeuroImage Rikkert Hindriks, Michel J. A. M. van Putten, Gustavo Deco
2014	—	`ch.`	Multiscale Brain Connectivity. Encyclopedia of Computational Neuroscience Tristan T. Nakagawa, Gustavo Deco
2014	J	`jnl`	Rich club organization supports a diverse set of functional network configurations. NeuroImage Mario Senden, Gustavo Deco, Marcel A. de Reus, Rainer Goebel, Martijn P. van den Heuvel
2014	—	`ch.`	Spontaneous Activity, Models of. Encyclopedia of Computational Neuroscience Joana Cabral, Gustavo Deco
2014	J	`jnl`	Structure-Function Discrepancy: Inhomogeneity and Delays in Synchronized Neural Networks. PLoS Comput. Biol. Robert Ton, Gustavo Deco, Andreas Daffertshofer
2014	J	`jnl`	The Influence of Spatiotemporal Structure of Noisy Stimuli in Decision Making. PLoS Comput. Biol. Andrea Insabato, Laura Dempere-Marco, Mario Pannunzi, Gustavo Deco, Ranulfo Romo
2014	J	`jnl`	Using the Virtual Brain to Reveal the Role of Oscillations and Plasticity in Shaping Brain's Dynamical Landscape. Brain Connect. Dipanjan Roy, Rodrigo Sigala, Michael Breakspear, Anthony Randal McIntosh, Viktor K. Jirsa, Gustavo Deco, Petra Ritter
2013	J	`jnl`	Bottom up modeling of the connectome: Linking structure and function in the resting brain and their changes in aging. NeuroImage Tristan T. Nakagawa, Viktor K. Jirsa, Andreas Spiegler, Anthony Randal McIntosh, Gustavo Deco
2013	J	`jnl`	Multi-stable perception balances stability and sensitivity. Frontiers Comput. Neurosci. Alexander Pastukhov, Pedro E. García-Rodríguez, Joachim Haenicke, Antoni Guillamón, Gustavo Deco, Jochen Braun
2012	J	`jnl`	How anatomy shapes dynamics: a semi-analytical study of the brain at rest by a simple spin model. Frontiers Comput. Neurosci. Gustavo Deco, Mario Senden, Viktor K. Jirsa
2012	J	`jnl`	Modeling the outcome of structural disconnection on resting-state functional connectivity. NeuroImage Joana Cabral, Etienne Hugues, Morten L. Kringelbach, Gustavo Deco
2012	J	`jnl`	Neural Network Mechanisms Underlying Stimulus Driven Variability Reduction. PLoS Comput. Biol. Gustavo Deco, Etienne Hugues
2012	J	`jnl`	Perception and self-organized instability. Frontiers Comput. Neurosci. Karl J. Friston, Michael Breakspear, Gustavo Deco
2012	J	`jnl`	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 Mario Senden, Rainer Goebel, Gustavo Deco
2012	J	`jnl`	Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex. Frontiers Comput. Neurosci. Jose M. Benita, Antoni Guillamón, Gustavo Deco, Maria V. Sanchez-Vives
2011	J	`jnl`	Changes of Mind in an Attractor Network of Decision-Making. PLoS Comput. Biol. Larissa Albantakis, Gustavo Deco
2011	J	`jnl`	Role of local network oscillations in resting-state functional connectivity. NeuroImage Joana Cabral, Etienne Hugues, Olaf Sporns, Gustavo Deco
2010	J	`jnl`	Audiovisual Matching in Speech and Nonspeech Sounds: A Neurodynamical Model. J. Cogn. Neurosci. Marco Loh, Gabriele Schmid, Gustavo Deco, Wolfram Ziegler
2010	J	`jnl`	Choice, difficulty, and confidence in the brain. NeuroImage Edmund T. Rolls, Fabian Grabenhorst, Gustavo Deco
2010	J	`jnl`	Computational models of the brain: From structure to function. NeuroImage Michael Breakspear, Viktor K. Jirsa, Gustavo Deco
2010	J	`jnl`	Optimal Information Transfer in the Cortex through Synchronization. PLoS Comput. Biol. Andres Buehlmann, Gustavo Deco
2010	J	`jnl`	The role of multi-area interactions for the computation of apparent motion. NeuroImage Gustavo Deco, Per Roland
2009	J	`jnl`	Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics. PLoS Comput. Biol. Gustavo Deco, Daniel Martí, Anders Ledberg, Ramon Reig, Maria V. Sanchez-Vives
2009	J	`jnl`	Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: II. Experimental Evidence. J. Cogn. Neurosci. Núria Sebastián-Gallés, Fátima Vera Constán, Johan P. Larsson, Albert Costa, Gustavo Deco
2009	—	`ch.`	Stochastic Dynamics in the Brain and Probabilistic Decision-Making. Creating Brain-Like Intelligence Gustavo Deco, Edmund T. Rolls
2008	J	`jnl`	50 years of artificial intelligence: A neuronal approach. Neurocomputing Antonio Fernández-Caballero, José Mira, Gustavo Deco
2008	—	`conf`	A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics. ROBIO Cornelia Beck, Umberto Olcese, Alberto Montagner, Stefan Ringbauer, Heiko Neumann, Antonio Frisoli, Rita Almeida, Massimo Bergamasco, Gustavo Deco
2008	J	`jnl`	Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: I. Neurodynamical Modeling. J. Cogn. Neurosci. Johan P. Larsson, Fátima Vera Constán, Núria Sebastián-Gallés, Gustavo Deco
2008	J	`jnl`	Neurodynamics of the Prefrontal Cortex during Conditional Visuomotor Associations. J. Cogn. Neurosci. Marco Loh, Anitha Pasupathy, Earl K. Miller, Gustavo Deco
2008	J	`jnl`	The Brain Connectivity Workshops: Moving the frontiers of computational systems neuroscience. NeuroImage Klaas Enno Stephan, Jorge J. Riera, Gustavo Deco, Barry Horwitz
2008	J	`jnl`	The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields. PLoS Comput. Biol. Gustavo Deco, Viktor K. Jirsa, Peter A. Robinson, Michael Breakspear, Karl J. Friston
2007	J	`jnl`	A Dynamical Systems Hypothesis of Schizophrenia. PLoS Comput. Biol. Marco Loh, Edmund T. Rolls, Gustavo Deco
2007	J	`jnl`	Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems. Biol. Cybern. Gustavo Deco, Daniel Martí
2007	J	`jnl`	Suppressive effects in visual search: A neurocomputational analysis of preview search. Neurocomputing Eirini Mavritsaki, Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco
2007	—	`conf`	The Spiking Search over Time and Space Model (sSoTS): Simulating Dual Task Experiments and the Temporal Dynamics of Preview Search. WAPCV Eirini Mavritsaki, Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco
2007	J	`jnl`	The neuronal dynamics underlying cognitive flexibility in set shifting tasks. J. Comput. Neurosci. Anja Stemme, Gustavo Deco, Astrid Busch
2006	J	`jnl`	Attention in natural scenes: Neurophysiological and computational bases. Neural Networks Edmund T. Rolls, Gustavo Deco
2006	J	`jnl`	Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task. Biol. Cybern. Miruna Szabo, Martin Stetter, Gustavo Deco, Stefano Fusi, Paolo Del Giudice, Maurizio Mattia
2006	J	`jnl`	Neurodynamical approach to the picture-word interference effect. Neurocomputing Franziska Koepke, Marco Loh, Albert Costa, Gustavo Deco
2006	J	`jnl`	Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations. Neurocomputing Daniel Martí, Gustavo Deco, Paolo Del Giudice, Maurizio Mattia
2005	J	`jnl`	A neuronal model for the shaping of feature selectivity in IT by visual categorization. Neurocomputing Miruna Szabo, Rita Almeida, Gustavo Deco, Martin Stetter
2005	J	`jnl`	Neurons and the synaptic basis of the fMRI signal associated with cognitive flexibility. NeuroImage Anja Stemme, Gustavo Deco, Astrid Busch, Werner X. Schneider
2005	J	`jnl`	Sequential Memory: A Putative Neural and Synaptic Dynamical Mechanism. J. Cogn. Neurosci. Gustavo Deco, Edmund T. Rolls
2004	—	`ch.`	Computational Neuroscience for Cognitive Brain Functions. Artificial Intelligence Methods And Tools For Systems Biology Marco Loh, Miruna Szabo, Rita Almeida, Martin Stetter, Gustavo Deco
2004	J	`jnl`	Feature-based attention in human visual cortex: simulation of fMRI data. NeuroImage Silvia Corchs, Gustavo Deco
2004	J	`jnl`	Integrating fMRI and single-cell data of visual working memory. Neurocomputing Gustavo Deco, Edmund T. Rolls, Barry Horwitz
2004	—	`conf`	The Computational Neuroscience ofVisual Cognition: Attention, Memory and Reward. WAPCV Gustavo Deco
2003	J	`jnl`	Large-Scale Computational Modeling of Genetic Regulatory Networks. Artif. Intell. Rev. Martin Stetter, Gustavo Deco, Mathäus Dejori
2003	J	`jnl`	Systems-Level Neuronal Modeling of Visual Attentional Mechanisms. Artif. Intell. Rev. Silvia Corchs, Martin Stetter, Gustavo Deco
2002	C	`conf`	A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data. ICANN Gustavo Deco, Edmund T. Rolls
2002	J	`jnl`	A computational neuroscience account of visual neglect. Neurocomputing Dietmar Heinke, Gustavo Deco, Josef Zihl, Glyn W. Humphreys
2002	J	`jnl`	A model of binocular rivalry based on competition in IT. Neurocomputing Luis Fernando Lago-Fernández, Gustavo Deco
2002	J	`jnl`	A neurodynamical model to simulate neural activities in visual attention experiments. Neurocomputing Silvia Corchs, Gustavo Deco
2002	J	`jnl`	A unified model of spatial and object attention based on inter-cortical biased competition. Neurocomputing Gustavo Deco, Tai Sing Lee
2002	—	`book`	Computational neuroscience of vision. Edmund T. Rolls, Gustavo Deco
2002	J	`jnl`	Speech recognition with spiking neurons and dynamic synapses: a model motivated by the human auditory pathway. Neurocomputing Christian Näger, Jan Storck, Gustavo Deco
2001	J	`jnl`	A Neurodynamical Model of Visual Attention: Feedback Enhancement of Spatial Resolution in a Hierarchical System. J. Comput. Neurosci. Gustavo Deco, Josef Zihl
2001	J	`jnl`	A neurodynamical model for selective visual attention using oscillators. Neural Networks Silvia Corchs, Gustavo Deco
2001	—	`conf`	Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System. Emergent Neural Computational Architectures Based on Neuroscience Gustavo Deco
2001	J	`jnl`	Learning spatio-temporal stimuli with networks of spiking neurons and dynamic synapses. Neurocomputing Jan Storck, Frank Jäkel, Gustavo Deco
2001	J	`jnl`	Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields. Neural Process. Lett. Gustavo Deco, Bernd Schürmann
2001	J	`jnl`	Selective attention in visual search: A neural network of phase oscillators. Neurocomputing Silvia Corchs, Gustavo Deco
2001	—	`conf`	Simultaneous Parallel Processing of Object and Position by Temporal Correlation. IWANN (2) Luis Fernando Lago-Fernández, Gustavo Deco
2001	J	`jnl`	Temporal clustering with spiking neurons and dynamic synapses: towards technological applications. Neural Networks Jan Storck, Frank Jäkel, Gustavo Deco
2000	—	`book`	Information dynamics - foundations and applications. Gustavo Deco, Bernd Schürmann
2000	J	`jnl`	Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies. Neural Comput. Laura Martignon, Gustavo Deco, Kathryn B. Laskey, Mathew E. Diamond, Winrich Freiwald, Eilon Vaadia
2000	J	`jnl`	Neurodynamical mechanism of binding and selective attention for visual search. Neurocomputing Gustavo Deco, Josef Zihl
2000	—	`ch.`	Rest EEG Hidden Dynamics as a Discriminant for Brain Tumour Classification. Artificial Neural Networks in Biomedicine Rosaria Silipo, Gustavo Deco, Helmut Bartsch
1999	—	`conf`	A Neurodynamical Approach to Visual Attention. NIPS Gustavo Deco, Josef Zihl
1999	J	`jnl`	A characterization of HRV's nonlinear hidden dynamics by means of Markov models. IEEE Trans. Biomed. Eng. Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Celio Gremigni
1999	J	`jnl`	Brain tumor classification based on EEG hidden dynamics. Intell. Data Anal. Rosaria Silipo, Gustavo Deco, Helmut Bartsch
1999	J	`jnl`	Spatiotemporal Coding in the Cortex: Information Flow-Based Learning in Spiking Neural Networks. Neural Comput. Gustavo Deco, Bernd Schürmann
1998	J	`jnl`	Dynamics extraction in multivariate biomedical time series. Biol. Cybern. Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Helmut Bartsch
1998	J	`jnl`	Information Maximization and Independent Component Analysis: Is There a Difference? Neural Comput. Dragan Obradovic, Gustavo Deco
1997	—	`conf`	A Nonlinear Markovian Characterization of Time Series Using Neural Networks. Foundations of Computer Science: Potential - Theory - Cognition Christian Schittenkopf, Gustavo Deco
1997	C	`conf`	An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons. ICANN Gustavo Deco, Bernd Schürmann
1997	—	`conf`	Detecting non-linear dynamics in financial time series. CIFEr Christian Schittenkopf, Gustavo Deco
1997	J	`jnl`	Finit Automata-Models for the Investigation of Dynamical Systems. Inf. Process. Lett. Christian Schittenkopf, Gustavo Deco, Wilfried Brauer
1997	J	`jnl`	Non-linear Feature Extraction by Redundancy Reduction in an Unsupervised Stochastic Neural Network. Neural Networks Gustavo Deco, Lucas C. Parra
1997	J	`jnl`	Non-parametric Data Selection for Neural Learning in Non-stationary Time Series. Neural Networks Gustavo Deco, Ralph Neuneier, Bernd Schürmann
1997	C	`conf`	Nonlinear Modelling of the Daily Heart Rhythm. ICANN Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Christian Schittenkopf, Celio Gremigni
1997	J	`jnl`	Two Strategies to Avoid Overfitting in Feedforward Networks. Neural Networks Christian Schittenkopf, Gustavo Deco, Wilfried Brauer
1997	Misc	`conf`	Unsupervised learning for blind source separation: an information-theoretic approach. ICASSP Dragan Obradovic, Gustavo Deco
1996	C	`conf`	An Information Theoretic Measure for the Classification of Time Series. ICANN Christian Schittenkopf, Gustavo Deco
1996	J	`jnl`	An information theory based learning paradigm for linear feature extraction. Neurocomputing Dragan Obradovic, Gustavo Deco
1996	—	`book`	An information-theoretic approach to neural computing. Gustavo Deco, Dragan Obradovic
1996	—	`conf`	Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings. NIPS Laura Martignon, Kathryn B. Laskey, Gustavo Deco, Eilon Vaadia
1996	C	`conf`	Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method. ICANN Gustavo Deco, Bernd Schürmann
1996	J	`jnl`	Statistical Independence and Novelty Detection with Information Preserving Nonlinear Maps. Neural Comput. Lucas C. Parra, Gustavo Deco, Stefan Miesbach
1995	J	`jnl`	Continuous Boltzmann machine with rotor neurons. Neural Networks Lucas C. Parra, Gustavo Deco
1995	J	`jnl`	Decorrelated Hebbian Learning for Clustering and Function Approximation. Neural Comput. Gustavo Deco, Dragan Obradovic
1995	J	`jnl`	Linear redundancy reduction learning. Neural Networks Gustavo Deco, Dragan Obradovic
1995	J	`jnl`	Neural learning of chaotic dynamics. Neural Process. Lett. Gustavo Deco, Bernd Schürmann
1995	J	`jnl`	Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures. Neural Networks Gustavo Deco, Wilfried Brauer
1995	J	`jnl`	Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks. Neural Comput. Gustavo Deco, William Finnoff, Hans-Georg Zimmermann
1994	—	`conf`	Higher Order Statistical Decorrelation without Information Loss. NIPS Gustavo Deco, Wilfried Brauer
1993	Misc	`conf`	Application of Neural Networks in Pulp Production. KI Dragan Obradovic, Gustavo Deco, Herbert Furumoto, C. Fricke
1993	J	`jnl`	Coarse Coding Resource-Allocating Network. Neural Comput. Gustavo Deco, Jürgen Ebmeyer