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2020 – today
- 2024
- [j142]Noelia Martínez-Molina, Yonatan Sanz Perl, Anira Escrichs, Morten L. Kringelbach, Gustavo Deco:
Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury. Frontiers Neuroinformatics 18 (2024) - [j141]Sebastian Idesis, Sebastián Geli, Joshua Faskowitz, Jakub Vohryzek, Yonatan Sanz Perl, Florian Pieper, Edgar E. Galindo-Leon, Andreas K. Engel, Gustavo Deco:
Functional hierarchies in brain dynamics characterized by signal reversibility in ferret cortex. PLoS Comput. Biol. 20(1) (2024) - [j140]Paulina Clara Dagnino, Anira Escrichs, Ane López-González, Olivia Gosseries, Jitka Annen, Yonatan Sanz Perl, Morten L. Kringelbach, Steven Laureys, Gustavo Deco:
Re-awakening the brain: Forcing transitions in disorders of consciousness by external in silico perturbation. PLoS Comput. Biol. 20(5): 1011350 (2024) - 2023
- [j139]Roser Sanchez-Todo, André M. Bastos, Edmundo Lopez-Sola, Borja Mercadal, Emiliano Santarnecchi, Earl K. Miller, Gustavo Deco, Giulio Ruffini:
A physical neural mass model framework for the analysis of oscillatory generators from laminar electrophysiological recordings. NeuroImage 270: 119938 (2023) - [j138]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:
Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness. NeuroImage 275: 120162 (2023) - [j137]Prejaas Tewarie, Rikkert Hindriks, Yi Ming Lai, Stamatios N. Sotiropoulos, Morten L. Kringelbach, Gustavo Deco:
Non-reversibility outperforms functional connectivity in characterisation of brain states in MEG data. NeuroImage 276: 120186 (2023) - [j136]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:
Multi-modal and multi-model interrogation of large-scale functional brain networks. NeuroImage 277: 120236 (2023) - [j135]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:
LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics. PLoS Comput. Biol. 19(2) (2023) - [j134]Pau Clusella, Gustavo Deco, Morten L. Kringelbach, Giulio Ruffini, Jordi García-Ojalvo:
Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks. PLoS Comput. Biol. 19(4) (2023) - [i2]Andrea I. Luppi, Fernando E. Rosas, Gustavo Deco, Morten L. Kringelbach, Pedro A. M. Mediano:
Information decomposition reveals hidden high-order contributions to temporal irreversibility. CoRR abs/2308.05664 (2023) - 2022
- [j133]Michael Schirner, Xiaolu Kong, B. T. Thomas Yeo, Gustavo Deco, Petra Ritter:
Dynamic primitives of brain network interaction. NeuroImage 250: 118928 (2022) - [j132]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:
Brain simulation as a cloud service: The Virtual Brain on EBRAINS. NeuroImage 251: 118973 (2022) - [j131]Kevin M. Aquino, Ben D. Fulcher, Stuart Oldham, Linden Parkes, Leonardo L. Gollo, Gustavo Deco, Alex Fornito:
On the intersection between data quality and dynamical modelling of large-scale fMRI signals. NeuroImage 256: 119051 (2022) - [j130]Edmund T. Rolls, Gustavo Deco, Chu-Chung Huang, Jianfeng Feng:
The human language effective connectome. NeuroImage 258: 119352 (2022) - [j129]Katerina Capouskova, Morten L. Kringelbach, Gustavo Deco:
Modes of cognition: Evidence from metastable brain dynamics. NeuroImage 260: 119489 (2022) - [j128]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:
What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics. PLoS Comput. Biol. 18(9): 1010412 (2022) - [j127]Yonatan Sanz Perl, Anira Escrichs, Enzo Tagliazucchi, Morten L. Kringelbach, Gustavo Deco:
Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics. PLoS Comput. Biol. 18(11): 1010662 (2022) - 2021
- [j126]Simon Wein, Gustavo Deco, Ana Maria Tomé, Markus Goldhacker, Wilhelm M. Malloni, Mark W. Greenlee, Elmar Wolfgang Lang:
Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. Comput. Intell. Neurosci. 2021: 5573740:1-5573740:31 (2021) - [j125]Géza Ódor, Jeffrey Kelling, Gustavo Deco:
The effect of noise on the synchronization dynamics of the Kuramoto model on a large human connectome graph. Neurocomputing 461: 696-704 (2021) - [j124]Gerald Hahn, Gorka Zamora-López, Lynn Uhrig, Enzo Tagliazucchi, Helmut Laufs, Dante Mantini, Morten L. Kringelbach, Béchir Jarraya, Gustavo Deco:
Signature of consciousness in brain-wide synchronization patterns of monkey and human fMRI signals. NeuroImage 226: 117470 (2021) - [j123]Camilo Miguel Signorelli, Lynn Uhrig, Morten L. Kringelbach, Béchir Jarraya, Gustavo Deco:
Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss. NeuroImage 227: 117618 (2021) - [j122]Beatrice M. Jobst, Selen Atasoy, Adrián Ponce-Alvarez, Ana Sanjuán, Leor Roseman, Mendel Kaelen, Robin L. Carhart-Harris, Morten L. Kringelbach, Gustavo Deco:
Increased sensitivity to strong perturbations in a whole-brain model of LSD. NeuroImage 230: 117809 (2021) - [j121]Javier A. Galadí, Silvana Silva Pereira, Y. Sanz Perl, Morten L. Kringelbach, I. Gayte, Helmut Laufs, Enzo Tagliazucchi, José A. Langa, Gustavo Deco:
Capturing the non-stationarity of whole-brain dynamics underlying human brain states. NeuroImage 244: 118551 (2021) - [j120]Leonardo Bonetti, Elvira Brattico, F. Carlomagno, G. Donati, Joana Cabral, Niels Trusbak Haumann, Gustavo Deco, Peter Vuust, Morten L. Kringelbach:
Rapid encoding of musical tones discovered in whole-brain connectivity. NeuroImage 245: 118735 (2021) - [j119]Helmut Schmidt, Gerald Hahn, Gustavo Deco, Thomas R. Knösche:
Ephaptic coupling in white matter fibre bundles modulates axonal transmission delays. PLoS Comput. Biol. 17(2) (2021) - [j118]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:
Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness. PLoS Comput. Biol. 17(7) (2021) - 2020
- [j117]Mario Senden, Judith C. Peters, Florian Röhrbein, Gustavo Deco, Rainer Goebel:
Editorial: The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment. Frontiers Comput. Neurosci. 14: 53 (2020) - [j116]Manel Vila-Vidal, Carmen Pérez Enríquez, Alessandro Principe, Rodrigo Rocamora, Gustavo Deco, Adrià Tauste Campo:
Low entropy map of brain oscillatory activity identifies spatially localized events: A new method for automated epilepsy focus prediction. NeuroImage 208: 116410 (2020) - [j115]Ignacio Perez Ipiña, Patricio Donnelly Kehoe, Morten L. Kringelbach, Helmut Laufs, Agustín Ibáñez, Gustavo Deco, Yonatan Sanz Perl, Enzo Tagliazucchi:
Modeling regional changes in dynamic stability during sleep and wakefulness. NeuroImage 215: 116833 (2020) - [j114]Bikash Sahoo, Anagh Pathak, Gustavo Deco, Arpan Banerjee, Dipanjan Roy:
Lifespan associated global patterns of coherent neural communication. NeuroImage 216: 116824 (2020)
2010 – 2019
- 2019
- [j113]Albert Costa, Mario Pannunzi, Gustavo Deco, Martin J. Pickering:
Does Bilingualism Alter Lexical Structure? Response to Oppenheim, Wu, and Thierry (2018). Cogn. Sci. 43(2) (2019) - [j112]Murat Demirtas, Adrián Ponce-Alvarez, Matthieu Gilson, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Karl J. Friston, Maurizio Corbetta, Gustavo Deco:
Distinct modes of functional connectivity induced by movie-watching. NeuroImage 184: 335-348 (2019) - [j111]Sriniwas Govinda Surampudi, Joyneel Misra, Gustavo Deco, Raju Surampudi Bapi, Avinash Sharma, Dipanjan Roy:
Resting state dynamics meets anatomical structure: Temporal multiple kernel learning (tMKL) model. NeuroImage 184: 609-620 (2019) - [j110]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:
Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin. NeuroImage 199: 127-142 (2019) - [j109]Rikkert Hindriks, R. Mantini, Nicolas Gravel, Gustavo Deco:
Latency analysis of resting-state BOLD-fMRI reveals traveling waves in visual cortex linking task-positive and task-negative networks. NeuroImage 200: 259-274 (2019) - [j108]Matthieu Gilson, Nikos E. Kouvaris, Gustavo Deco, Jean-François Mangin, Cyril Poupon, Sandrine Lefranc, Denis Rivière, Gorka Zamora-López:
Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability. NeuroImage 201 (2019) - 2018
- [j107]Albert Costa, Mario Pannunzi, Gustavo Deco, Martin J. Pickering:
Corrigendum for: Do bilinguals automatically activate their native language when they are not using it? Cogn. Sci. 42(1): 365 (2018) - [j106]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:
Perturbation of whole-brain dynamics in silico reveals mechanistic differences between brain states. NeuroImage 169: 46-56 (2018) - [j105]Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco:
Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance. NeuroImage 171: 40-54 (2018) - [j104]Josephine Cruzat, Gustavo Deco, Adrià Tauste Campo, Alessandro Principe, Albert Costa, Morten L. Kringelbach, Rodrigo Rocamora:
The dynamics of human cognition: Increasing global integration coupled with decreasing segregation found using iEEG. NeuroImage 172: 492-505 (2018) - [j103]Vicente Pallarés, Andrea Insabato, Ana Sanjuán, Simone Kühn, Dante Mantini, Gustavo Deco, Matthieu Gilson:
Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity. NeuroImage 178: 238-254 (2018) - [j102]Andreas Daffertshofer, Robert Ton, Bastian Pietras, Morten L. Kringelbach, Gustavo Deco:
Scale-freeness or partial synchronization in neural mass phase oscillator networks: Pick one of two? NeuroImage 180(Part): 428-441 (2018) - [j101]Andreas Daffertshofer, Robert Ton, Morten L. Kringelbach, Mark W. Woolrich, Gustavo Deco:
Distinct criticality of phase and amplitude dynamics in the resting brain. NeuroImage 180(Part): 442-447 (2018) - [j100]Matthieu Gilson, Gustavo Deco, Karl J. Friston, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Maurizio Corbetta:
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions. NeuroImage 180(Part): 534-546 (2018) - [j99]Rikkert Hindriks, Cristiano Micheli, Conrado A. Bosman, Robert Oostenveld, Christopher M. Lewis, Dante Mantini, Pascal Fries, Gustavo Deco:
Source-reconstruction of the sensorimotor network from resting-state macaque electrocorticography. NeuroImage 181: 347-358 (2018) - [i1]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:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018) - 2017
- [j98]Shella D. Keilholz, César Caballero-Gaudes, Peter A. Bandettini, Gustavo Deco, Vince D. Calhoun:
Time-Resolved Resting-State Functional Magnetic Resonance Imaging Analysis: Current Status, Challenges, and New Directions. Brain Connect. 7(8): 465-481 (2017) - [j97]Silvana Silva Pereira, Rikkert Hindriks, Stefanie Mühlberg, Eric Maris, Freek van Ede, Alessandra Griffa, Patric Hagmann, Gustavo Deco:
Effect of Field Spread on Resting-State Magneto Encephalography Functional Network Analysis: A Computational Modeling Study. Brain Connect. 7(9): 541-557 (2017) - [j96]Albert Costa, Mario Pannunzi, Gustavo Deco, Martin J. Pickering:
Do Bilinguals Automatically Activate Their Native Language When They Are Not Using It? Cogn. Sci. 41(6): 1629-1644 (2017) - [j95]Gustavo Deco, Tim J. Van Hartevelt, Henrique M. Fernandes, Angus Stevner, Morten L. Kringelbach:
The most relevant human brain regions for functional connectivity: Evidence for a dynamical workspace of binding nodes from whole-brain computational modelling. NeuroImage 146: 197-210 (2017) - [j94]Mario Senden, Niels Reuter, Martijn P. van den Heuvel, Rainer Goebel, Gustavo Deco:
Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior. NeuroImage 146: 561-574 (2017) - [j93]Gustavo Deco, Joana Cabral, Mark W. Woolrich, Angus Stevner, Tim J. Van Hartevelt, Morten L. Kringelbach:
Single or multiple frequency generators in on-going brain activity: A mechanistic whole-brain model of empirical MEG data. NeuroImage 152: 538-550 (2017) - [j92]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:
Resting-state fMRI correlations: From link-wise unreliability to whole brain stability. NeuroImage 157: 250-262 (2017) - [j91]Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco:
Resting state networks in empirical and simulated dynamic functional connectivity. NeuroImage 159: 388-402 (2017) - [j90]Joana Cabral, Morten L. Kringelbach, Gustavo Deco:
Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms. NeuroImage 160: 84-96 (2017) - [j89]Andrea Insabato, Mario Pannunzi, Gustavo Deco:
Multiple Choice Neurodynamical Model of the Uncertain Option Task. PLoS Comput. Biol. 13(1) (2017) - [j88]Gerald Hahn, Adrián Ponce-Alvarez, Cyril Monier, Giacomo Benvenuti, Arvind Kumar, Frédéric Chavane, Gustavo Deco, Yves Frégnac:
Spontaneous cortical activity is transiently poised close to criticality. PLoS Comput. Biol. 13(5) (2017) - 2016
- [j87]Rikkert Hindriks, Mohit H. Adhikari, Yusuke Murayama, Marco Ganzetti, Dante Mantini, Nikos K. Logothetis, Gustavo Deco:
Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI? NeuroImage 127: 242-256 (2016) - [j86]Rikkert Hindriks, Mohit H. Adhikari, Yusuke Murayama, Marco Ganzetti, Dante Mantini, Nikos K. Logothetis, Gustavo Deco:
Corrigendum to "Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?" [NeuroImage 127 (2016) 242-256]. NeuroImage 132: 115 (2016) - [j85]Anirudh Nihalani Vattikonda, Bapi Raju Surampudi, Arpan Banerjee, Gustavo Deco, Dipanjan Roy:
Does the regulation of local excitation-inhibition balance aid in recovery of functional connectivity? A computational account. NeuroImage 136: 57-67 (2016) - [j84]Matthieu Gilson, Rubén Moreno-Bote, Adrián Ponce-Alvarez, Petra Ritter, Gustavo Deco:
Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome. PLoS Comput. Biol. 12(3) (2016) - 2015
- [j83]Xerxes D. Arsiwalla, Riccardo Zucca, Alberto Betella, Enrique Martínez Bueno, David Dalmazzo, Pedro Omedas, Gustavo Deco, Paul F. M. J. Verschure:
Network dynamics with BrainX3: a large-scale simulation of the human brain network with real-time interaction. Frontiers Neuroinformatics 9: 2 (2015) - [j82]Enrique C. A. Hansen, Demian Battaglia, Andreas Spiegler, Gustavo Deco, Viktor K. Jirsa:
Functional connectivity dynamics: Modeling the switching behavior of the resting state. NeuroImage 105: 525-535 (2015) - [j81]Rikkert Hindriks, Mark W. Woolrich, Henry Luckhoo, Morten Joensson, Hamid Reza Mohseni, Morten L. Kringelbach, Gustavo Deco:
Role of white-matter pathways in coordinating alpha oscillations in resting visual cortex. NeuroImage 106: 328-339 (2015) - [j80]Ruggero G. Bettinardi, Núria Tort-Colet, Marcel Ruiz-Mejias, Maria V. Sanchez-Vives, Gustavo Deco:
Gradual emergence of spontaneous correlated brain activity during fading of general anesthesia in rats: Evidences from fMRI and local field potentials. NeuroImage 114: 185-198 (2015) - [j79]Adrián Ponce-Alvarez, Gustavo Deco, Patric Hagmann, Gian Luca Romani, Dante Mantini, Maurizio Corbetta:
Resting-State Temporal Synchronization Networks Emerge from Connectivity Topology and Heterogeneity. PLoS Comput. Biol. 11(2) (2015) - [j78]Adrián Ponce-Alvarez, Biyu J. He, Patric Hagmann, Gustavo Deco:
Task-Driven Activity Reduces the Cortical Activity Space of the Brain: Experiment and Whole-Brain Modeling. PLoS Comput. Biol. 11(8) (2015) - [j77]Guido Gigante, Gustavo Deco, Shimon Marom, Paolo Del Giudice:
Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model. PLoS Comput. Biol. 11(11) (2015) - [j76]Marina Martinez-Garcia, Andrea Insabato, Mario Pannunzi, Jose L. Pardo-Vazquez, Carlos Acuña, Gustavo Deco:
The Encoding of Decision Difficulty and Movement Time in the Primate Premotor Cortex. PLoS Comput. Biol. 11(11) (2015) - 2014
- [j75]Dipanjan Roy, Rodrigo Sigala, Michael Breakspear, Anthony Randal McIntosh, Viktor K. Jirsa, Gustavo Deco, Petra Ritter:
Using the Virtual Brain to Reveal the Role of Oscillations and Plasticity in Shaping Brain's Dynamical Landscape. Brain Connect. 4(10): 791-811 (2014) - [j74]Tristan T. Nakagawa, Mark William Woolrich, Henry Luckhoo, Morten Joensson, Hamid Reza Mohseni, Morten L. Kringelbach, Viktor K. Jirsa, Gustavo Deco:
How delays matter in an oscillatory whole-brain spiking-neuron network model for MEG alpha-rhythms at rest. NeuroImage 87: 383-394 (2014) - [j73]Joana Cabral, Henry Luckhoo, Mark William Woolrich, Morten Joensson, Hamid Reza Mohseni, Adam P. Baker, Morten L. Kringelbach, Gustavo Deco:
Exploring mechanisms of spontaneous functional connectivity in MEG: How delayed network interactions lead to structured amplitude envelopes of band-pass filtered oscillations. NeuroImage 90: 423-435 (2014) - [j72]Mario Senden, Gustavo Deco, Marcel A. de Reus, Rainer Goebel, Martijn P. van den Heuvel:
Rich club organization supports a diverse set of functional network configurations. NeuroImage 96: 174-182 (2014) - [j71]Rikkert Hindriks, Michel J. A. M. van Putten, Gustavo Deco:
Intra-cortical propagation of EEG alpha oscillations. NeuroImage 103: 444-453 (2014) - [j70]Andrea Insabato, Laura Dempere-Marco, Mario Pannunzi, Gustavo Deco, Ranulfo Romo:
The Influence of Spatiotemporal Structure of Noisy Stimuli in Decision Making. PLoS Comput. Biol. 10(4) (2014) - [j69]Robert Ton, Gustavo Deco, Andreas Daffertshofer:
Structure-Function Discrepancy: Inhomogeneity and Delays in Synchronized Neural Networks. PLoS Comput. Biol. 10(7) (2014) - [r2]Joana Cabral, Gustavo Deco:
Spontaneous Activity, Models of. Encyclopedia of Computational Neuroscience 2014 - [r1]Tristan T. Nakagawa, Gustavo Deco:
Multiscale Brain Connectivity. Encyclopedia of Computational Neuroscience 2014 - 2013
- [j68]Alexander Pastukhov, Pedro E. García-Rodríguez, Joachim Haenicke, Antoni Guillamón, Gustavo Deco, Jochen Braun:
Multi-stable perception balances stability and sensitivity. Frontiers Comput. Neurosci. 7: 17 (2013) - [j67]Tristan T. Nakagawa, Viktor K. Jirsa, Andreas Spiegler, Anthony Randal McIntosh, Gustavo Deco:
Bottom up modeling of the connectome: Linking structure and function in the resting brain and their changes in aging. NeuroImage 80: 318-329 (2013) - 2012
- [j66]Karl J. Friston, Michael Breakspear, Gustavo Deco:
Perception and self-organized instability. Frontiers Comput. Neurosci. 6: 44 (2012) - [j65]Jose M. Benita, Antoni Guillamón, Gustavo Deco, Maria V. Sanchez-Vives:
Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex. Frontiers Comput. Neurosci. 6: 64 (2012) - [j64]Gustavo Deco, Mario Senden, Viktor K. Jirsa:
How anatomy shapes dynamics: a semi-analytical study of the brain at rest by a simple spin model. Frontiers Comput. Neurosci. 6: 68 (2012) - [j63]Mario Senden, Rainer Goebel, Gustavo Deco:
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 60(4): 2274-2284 (2012) - [j62]Joana Cabral, Etienne Hugues, Morten L. Kringelbach, Gustavo Deco:
Modeling the outcome of structural disconnection on resting-state functional connectivity. NeuroImage 62(3): 1342-1353 (2012) - [j61]Gustavo Deco, Etienne Hugues:
Neural Network Mechanisms Underlying Stimulus Driven Variability Reduction. PLoS Comput. Biol. 8(3) (2012) - 2011
- [j60]Joana Cabral, Etienne Hugues, Olaf Sporns, Gustavo Deco:
Role of local network oscillations in resting-state functional connectivity. NeuroImage 57(1): 130-139 (2011) - [j59]Larissa Albantakis, Gustavo Deco:
Changes of Mind in an Attractor Network of Decision-Making. PLoS Comput. Biol. 7(6) (2011) - 2010
- [j58]Marco Loh, Gabriele Schmid, Gustavo Deco, Wolfram Ziegler:
Audiovisual Matching in Speech and Nonspeech Sounds: A Neurodynamical Model. J. Cogn. Neurosci. 22(2): 240-247 (2010) - [j57]Gustavo Deco, Per Roland:
The role of multi-area interactions for the computation of apparent motion. NeuroImage 51(3): 1018-1026 (2010) - [j56]Michael Breakspear, Viktor K. Jirsa, Gustavo Deco:
Computational models of the brain: From structure to function. NeuroImage 52(3): 727-730 (2010) - [j55]Edmund T. Rolls, Fabian Grabenhorst, Gustavo Deco:
Choice, difficulty, and confidence in the brain. NeuroImage 53(2): 694-706 (2010) - [j54]Andres Buehlmann, Gustavo Deco:
Optimal Information Transfer in the Cortex through Synchronization. PLoS Comput. Biol. 6(9) (2010)
2000 – 2009
- 2009
- [j53]Núria Sebastián-Gallés, Fátima Vera Constán, Johan P. Larsson, Albert Costa, Gustavo Deco:
Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: II. Experimental Evidence. J. Cogn. Neurosci. 21(12): 2343-2357 (2009) - [j52]Gustavo Deco, Daniel Martí, Anders Ledberg, Ramon Reig, Maria V. Sanchez-Vives:
Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics. PLoS Comput. Biol. 5(12) (2009) - [p3]Gustavo Deco, Edmund T. Rolls:
Stochastic Dynamics in the Brain and Probabilistic Decision-Making. Creating Brain-Like Intelligence 2009: 31-50 - 2008
- [j51]Antonio Fernández-Caballero, José Mira, Gustavo Deco:
50 years of artificial intelligence: A neuronal approach. Neurocomputing 71(4-6): 667-669 (2008) - [j50]Johan P. Larsson, Fátima Vera Constán, Núria Sebastián-Gallés, Gustavo Deco:
Lexical Plasticity in Early Bilinguals Does Not Alter Phoneme Categories: I. Neurodynamical Modeling. J. Cogn. Neurosci. 20(1): 76-94 (2008) - [j49]Marco Loh, Anitha Pasupathy, Earl K. Miller, Gustavo Deco:
Neurodynamics of the Prefrontal Cortex during Conditional Visuomotor Associations. J. Cogn. Neurosci. 20(3): 421-431 (2008) - [j48]Klaas Enno Stephan, Jorge J. Riera, Gustavo Deco, Barry Horwitz:
The Brain Connectivity Workshops: Moving the frontiers of computational systems neuroscience. NeuroImage 42(1): 1-9 (2008) - [j47]Gustavo Deco, Viktor K. Jirsa, Peter A. Robinson, Michael Breakspear, Karl J. Friston:
The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields. PLoS Comput. Biol. 4(8) (2008) - [c17]Cornelia Beck, Umberto Olcese, Alberto Montagner, Stefan Ringbauer, Heiko Neumann, Antonio Frisoli, Rita Almeida, Massimo Bergamasco, Gustavo Deco:
A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics. ROBIO 2008: 2190-2196 - 2007
- [j46]Gustavo Deco, Daniel Martí:
Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems. Biol. Cybern. 96(5): 487-496 (2007) - [j45]Eirini Mavritsaki, Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco:
Suppressive effects in visual search: A neurocomputational analysis of preview search. Neurocomputing 70(10-12): 1925-1931 (2007) - [j44]Anja Stemme, Gustavo Deco, Astrid Busch:
The neuronal dynamics underlying cognitive flexibility in set shifting tasks. J. Comput. Neurosci. 23(3): 313-331 (2007) - [j43]Marco Loh, Edmund T. Rolls, Gustavo Deco:
A Dynamical Systems Hypothesis of Schizophrenia. PLoS Comput. Biol. 3(11) (2007) - [c16]Eirini Mavritsaki, Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco:
The Spiking Search over Time and Space Model (sSoTS): Simulating Dual Task Experiments and the Temporal Dynamics of Preview Search. WAPCV 2007: 338-351 - 2006
- [j42]Miruna Szabo, Martin Stetter, Gustavo Deco, Stefano Fusi, Paolo Del Giudice, Maurizio Mattia:
Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task. Biol. Cybern. 94(5): 351-365 (2006) - [j41]Daniel Martí, Gustavo Deco, Paolo Del Giudice, Maurizio Mattia:
Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations. Neurocomputing 69(10-12): 1175-1178 (2006) - [j40]Franziska Koepke, Marco Loh, Albert Costa, Gustavo Deco:
Neurodynamical approach to the picture-word interference effect. Neurocomputing 69(10-12): 1317-1321 (2006) - [j39]Edmund T. Rolls, Gustavo Deco:
Attention in natural scenes: Neurophysiological and computational bases. Neural Networks 19(9): 1383-1394 (2006) - 2005
- [j38]Miruna Szabo, Rita Almeida, Gustavo Deco, Martin Stetter:
A neuronal model for the shaping of feature selectivity in IT by visual categorization. Neurocomputing 65-66: 195-201 (2005) - [j37]Gustavo Deco, Edmund T. Rolls:
Sequential Memory: A Putative Neural and Synaptic Dynamical Mechanism. J. Cogn. Neurosci. 17(2): 294-307 (2005) - [j36]Anja Stemme, Gustavo Deco, Astrid Busch, Werner X. Schneider:
Neurons and the synaptic basis of the fMRI signal associated with cognitive flexibility. NeuroImage 26(2): 454-470 (2005) - 2004
- [j35]Gustavo Deco, Edmund T. Rolls, Barry Horwitz:
Integrating fMRI and single-cell data of visual working memory. Neurocomputing 58-60: 729-737 (2004) - [j34]Silvia Corchs, Gustavo Deco:
Feature-based attention in human visual cortex: simulation of fMRI data. NeuroImage 21(1): 36-45 (2004) - [c15]Gustavo Deco:
The Computational Neuroscience ofVisual Cognition: Attention, Memory and Reward. WAPCV 2004: 100-117 - [p2]Marco Loh, Miruna Szabo, Rita Almeida, Martin Stetter, Gustavo Deco:
Computational Neuroscience for Cognitive Brain Functions. Artificial Intelligence Methods And Tools For Systems Biology 2004: 197-215 - 2003
- [j33]Martin Stetter, Gustavo Deco, Mathäus Dejori:
Large-Scale Computational Modeling of Genetic Regulatory Networks. Artif. Intell. Rev. 20(1-2): 75-93 (2003) - [j32]Silvia Corchs, Martin Stetter, Gustavo Deco:
Systems-Level Neuronal Modeling of Visual Attentional Mechanisms. Artif. Intell. Rev. 20(1-2): 143-160 (2003) - 2002
- [b3]Edmund T. Rolls, Gustavo Deco:
Computational neuroscience of vision. Clarendon Press 2002, ISBN 978-0-19-852488-5, pp. I-XVIII, 1-569 - [j31]Luis Fernando Lago-Fernández, Gustavo Deco:
A model of binocular rivalry based on competition in IT. Neurocomputing 44-46: 503-507 (2002) - [j30]Silvia Corchs, Gustavo Deco:
A neurodynamical model to simulate neural activities in visual attention experiments. Neurocomputing 44-46: 759-767 (2002) - [j29]Gustavo Deco, Tai Sing Lee:
A unified model of spatial and object attention based on inter-cortical biased competition. Neurocomputing 44-46: 775-781 (2002) - [j28]Dietmar Heinke, Gustavo Deco, Josef Zihl, Glyn W. Humphreys:
A computational neuroscience account of visual neglect. Neurocomputing 44-46: 811-816 (2002) - [j27]Christian Näger, Jan Storck, Gustavo Deco:
Speech recognition with spiking neurons and dynamic synapses: a model motivated by the human auditory pathway. Neurocomputing 44-46: 937-942 (2002) - [c14]Gustavo Deco, Edmund T. Rolls:
A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data. ICANN 2002: 3-8 - 2001
- [j26]Jan Storck, Frank Jäkel, Gustavo Deco:
Learning spatio-temporal stimuli with networks of spiking neurons and dynamic synapses. Neurocomputing 38-40: 935-943 (2001) - [j25]Silvia Corchs, Gustavo Deco:
Selective attention in visual search: A neural network of phase oscillators. Neurocomputing 38-40: 1151-1160 (2001) - [j24]Gustavo Deco, Josef Zihl:
A Neurodynamical Model of Visual Attention: Feedback Enhancement of Spatial Resolution in a Hierarchical System. J. Comput. Neurosci. 10(3): 231-253 (2001) - [j23]Jan Storck, Frank Jäkel, Gustavo Deco:
Temporal clustering with spiking neurons and dynamic synapses: towards technological applications. Neural Networks 14(3): 275-285 (2001) - [j22]Silvia Corchs, Gustavo Deco:
A neurodynamical model for selective visual attention using oscillators. Neural Networks 14(8): 981-990 (2001) - [j21]Gustavo Deco, Bernd Schürmann:
Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields. Neural Process. Lett. 14(2): 107-114 (2001) - [c13]Luis Fernando Lago-Fernández, Gustavo Deco:
Simultaneous Parallel Processing of Object and Position by Temporal Correlation. IWANN (2) 2001: 64-71 - [c12]Gustavo Deco:
Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System. Emergent Neural Computational Architectures Based on Neuroscience 2001: 114-126 - 2000
- [b2]Gustavo Deco, Bernd Schürmann:
Information dynamics - foundations and applications. Springer 2000, ISBN 978-0-387-95047-1, pp. I-XVI, 1-281 - [j20]Gustavo Deco, Josef Zihl:
Neurodynamical mechanism of binding and selective attention for visual search. Neurocomputing 32-33: 693-699 (2000) - [j19]Laura Martignon, Gustavo Deco, Kathryn B. Laskey, Mathew E. Diamond, Winrich Freiwald, Eilon Vaadia:
Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies. Neural Comput. 12(11): 2621-2653 (2000) - [p1]Rosaria Silipo, Gustavo Deco, Helmut Bartsch:
Rest EEG Hidden Dynamics as a Discriminant for Brain Tumour Classification. Artificial Neural Networks in Biomedicine 2000: 169-180
1990 – 1999
- 1999
- [j18]Rosaria Silipo, Gustavo Deco, Helmut Bartsch:
Brain tumor classification based on EEG hidden dynamics. Intell. Data Anal. 3(4): 287-306 (1999) - [j17]Gustavo Deco, Bernd Schürmann:
Spatiotemporal Coding in the Cortex: Information Flow-Based Learning in Spiking Neural Networks. Neural Comput. 11(4): 919-934 (1999) - [j16]Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Celio Gremigni:
A characterization of HRV's nonlinear hidden dynamics by means of Markov models. IEEE Trans. Biomed. Eng. 46(8): 978-986 (1999) - [c11]Gustavo Deco, Josef Zihl:
A Neurodynamical Approach to Visual Attention. NIPS 1999: 10-16 - 1998
- [j15]Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Helmut Bartsch:
Dynamics extraction in multivariate biomedical time series. Biol. Cybern. 79(1): 15-27 (1998) - [j14]Dragan Obradovic, Gustavo Deco:
Information Maximization and Independent Component Analysis: Is There a Difference? Neural Comput. 10(8): 2085-2101 (1998) - 1997
- [j13]Christian Schittenkopf, Gustavo Deco, Wilfried Brauer:
Finit Automata-Models for the Investigation of Dynamical Systems. Inf. Process. Lett. 63(3): 137-141 (1997) - [j12]Gustavo Deco, Ralph Neuneier, Bernd Schürmann:
Non-parametric Data Selection for Neural Learning in Non-stationary Time Series. Neural Networks 10(3): 401-407 (1997) - [j11]Christian Schittenkopf, Gustavo Deco, Wilfried Brauer:
Two Strategies to Avoid Overfitting in Feedforward Networks. Neural Networks 10(3): 505-516 (1997) - [j10]Gustavo Deco, Lucas C. Parra:
Non-linear Feature Extraction by Redundancy Reduction in an Unsupervised Stochastic Neural Network. Neural Networks 10(4): 683-691 (1997) - [c10]Christian Schittenkopf, Gustavo Deco:
A Nonlinear Markovian Characterization of Time Series Using Neural Networks. Foundations of Computer Science: Potential - Theory - Cognition 1997: 481-488 - [c9]Christian Schittenkopf, Gustavo Deco:
Detecting non-linear dynamics in financial time series. CIFEr 1997: 287-292 - [c8]Gustavo Deco, Bernd Schürmann:
An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons. ICANN 1997: 73-78 - [c7]Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Christian Schittenkopf, Celio Gremigni:
Nonlinear Modelling of the Daily Heart Rhythm. ICANN 1997: 1083-1088 - [c6]Dragan Obradovic, Gustavo Deco:
Unsupervised learning for blind source separation: an information-theoretic approach. ICASSP 1997: 127-130 - 1996
- [b1]Gustavo Deco, Dragan Obradovic:
An information-theoretic approach to neural computing. Perspectives in neural computing, Springer 1996, ISBN 978-0-387-94666-5, pp. I-XIII, 1-261 - [j9]Dragan Obradovic, Gustavo Deco:
An information theory based learning paradigm for linear feature extraction. Neurocomputing 12(2-3): 203-221 (1996) - [j8]Lucas C. Parra, Gustavo Deco, Stefan Miesbach:
Statistical Independence and Novelty Detection with Information Preserving Nonlinear Maps. Neural Comput. 8(2): 260-269 (1996) - [c5]Gustavo Deco, Bernd Schürmann:
Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method. ICANN 1996: 121-126 - [c4]Christian Schittenkopf, Gustavo Deco:
An Information Theoretic Measure for the Classification of Time Series. ICANN 1996: 773-778 - [c3]Laura Martignon, Kathryn B. Laskey, Gustavo Deco, Eilon Vaadia:
Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings. NIPS 1996: 76-82 - 1995
- [j7]Gustavo Deco, William Finnoff, Hans-Georg Zimmermann:
Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks. Neural Comput. 7(1): 86-107 (1995) - [j6]Gustavo Deco, Dragan Obradovic:
Decorrelated Hebbian Learning for Clustering and Function Approximation. Neural Comput. 7(2): 338-348 (1995) - [j5]Lucas C. Parra, Gustavo Deco:
Continuous Boltzmann machine with rotor neurons. Neural Networks 8(3): 375-385 (1995) - [j4]Gustavo Deco, Wilfried Brauer:
Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures. Neural Networks 8(4): 525-535 (1995) - [j3]Gustavo Deco, Dragan Obradovic:
Linear redundancy reduction learning. Neural Networks 8(5): 751-755 (1995) - [j2]Gustavo Deco, Bernd Schürmann:
Neural learning of chaotic dynamics. Neural Process. Lett. 2(2): 23-26 (1995) - 1994
- [c2]Gustavo Deco, Wilfried Brauer:
Higher Order Statistical Decorrelation without Information Loss. NIPS 1994: 247-254 - 1993
- [j1]Gustavo Deco, Jürgen Ebmeyer:
Coarse Coding Resource-Allocating Network. Neural Comput. 5(1): 105-114 (1993) - [c1]Dragan Obradovic, Gustavo Deco, Herbert Furumoto, C. Fricke:
Application of Neural Networks in Pulp Production. KI 1993: 376-383
Coauthor Index
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