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| 2012 | ||
|---|---|---|
| 70 | 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) | |
| 69 | Gustavo Deco, Etienne Hugues: Neural Network Mechanisms Underlying Stimulus Driven Variability Reduction. PLoS Computational Biology 8(3): (2012) | |
| 2011 | ||
| 68 | Joana Cabral, Etienne Hugues, Olaf Sporns, Gustavo Deco: Role of local network oscillations in resting-state functional connectivity. NeuroImage 57(1): 130-139 (2011) | |
| 67 | Larissa Albantakis, Gustavo Deco: Changes of Mind in an Attractor Network of Decision-Making. PLoS Computational Biology 7(6): (2011) | |
| 2010 | ||
| 66 | Marco Loh, Gabriele Schmid, Gustavo Deco, Wolfram Ziegler: Audiovisual Matching in Speech and Nonspeech Sounds: A Neurodynamical Model. J. Cognitive Neuroscience 22(2): 240-247 (2010) | |
| 65 | Edmund T. Rolls, Fabian Grabenhorst, Gustavo Deco: Choice, difficulty, and confidence in the brain. NeuroImage 53(2): 694-706 (2010) | |
| 64 | Andres Buehlmann, Gustavo Deco: Optimal Information Transfer in the Cortex through Synchronization. PLoS Computational Biology 6(9): (2010) | |
| 2009 | ||
| 63 | Gustavo Deco, Edmund T. Rolls: Stochastic Dynamics in the Brain and Probabilistic Decision-Making. Creating Brain-Like Intelligence 2009: 31-50 | |
| 62 | 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. Cognitive Neuroscience 21(12): 2343-2357 (2009) | |
| 61 | 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 Computational Biology 5(12): (2009) | |
| 2008 | ||
| 60 | 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. Cognitive Neuroscience 20(1): 76-94 (2008) | |
| 59 | Marco Loh, Anitha Pasupathy, Earl K. Miller, Gustavo Deco: Neurodynamics of the Prefrontal Cortex during Conditional Visuomotor Associations. J. Cognitive Neuroscience 20(3): 421-431 (2008) | |
| 58 | Antonio Fernández-Caballero, José Mira, Gustavo Deco: 50 years of artificial intelligence: A neuronal approach. Neurocomputing 71(4-6): 667-669 (2008) | |
| 57 | 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 Computational Biology 4(8): (2008) | |
| 2007 | ||
| 56 | 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 | |
| 55 | Gustavo Deco, Daniel Martí: Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems. Biological Cybernetics 96(5): 487-496 (2007) | |
| 54 | Anja Stemme, Gustavo Deco, Astrid Busch: The neuronal dynamics underlying cognitive flexibility in set shifting tasks. Journal of Computational Neuroscience 23(3): 313-331 (2007) | |
| 53 | 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) | |
| 52 | Marco Loh, Edmund T. Rolls, Gustavo Deco: A Dynamical Systems Hypothesis of Schizophrenia. PLoS Computational Biology 3(11): (2007) | |
| 2006 | ||
| 51 | 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. Biological Cybernetics 94(5): 351-365 (2006) | |
| 50 | Edmund T. Rolls, Gustavo Deco: Attention in natural scenes: Neurophysiological and computational bases. Neural Networks 19(9): 1383-1394 (2006) | |
| 49 | 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) | |
| 48 | Franziska Koepke, Marco Loh, Albert Costa, Gustavo Deco: Neurodynamical approach to the picture-word interference effect. Neurocomputing 69(10-12): 1317-1321 (2006) | |
| 2005 | ||
| 47 | Gustavo Deco, Edmund T. Rolls: Sequential Memory: A Putative Neural and Synaptic Dynamical Mechanism. J. Cognitive Neuroscience 17(2): 294-307 (2005) | |
| 46 | Miruna Szabo, R. 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) | |
| 2004 | ||
| 45 | Gustavo Deco: The Computational Neuroscience ofVisual Cognition: Attention, Memory and Reward. WAPCV 2004: 100-117 | |
| 2003 | ||
| 44 | Silvia Corchs, Martin Stetter, Gustavo Deco: Systems-Level Neuronal Modeling of Visual Attentional Mechanisms. Artif. Intell. Rev. 20(1-2): 143-160 (2003) | |
| 43 | Martin Stetter, Gustavo Deco, Mathäus Dejori: Large-Scale Computational Modeling of Genetic Regulatory Networks. Artif. Intell. Rev. 20(1-2): 75-93 (2003) | |
| 2002 | ||
| 42 | Edmund T. Rolls, Gustavo Deco: Computational neuroscience of vision. Clarendon Press 2002: I-XVIII, 1-569 | |
| 41 | Gustavo Deco, Edmund T. Rolls: A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data. ICANN 2002: 3-8 | |
| 40 | Luis F. Lago-Fernández, Gustavo Deco: A model of binocular rivalry based on competition in IT. Neurocomputing 44-46: 503-507 (2002) | |
| 39 | Silvia Corchs, Gustavo Deco: A neurodynamical model to simulate neural activities in visual attention experiments. Neurocomputing 44-46: 759-767 (2002) | |
| 38 | 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) | |
| 37 | Dietmar Heinke, Gustavo Deco, Josef Zihl, Glyn W. Humphreys: A computational neuroscience account of visual neglect. Neurocomputing 44-46: 811-816 (2002) | |
| 36 | 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) | |
| 2001 | ||
| 35 | Gustavo Deco: Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System. Emergent Neural Computational Architectures Based on Neuroscience 2001: 114-126 | |
| 34 | Luis F. Lago-Fernández, Gustavo Deco: Simultaneous Parallel Processing of Object and Position by Temporal Correlation. IWANN (2) 2001: 64-71 | |
| 33 | Gustavo Deco, Josef Zihl: A Neurodynamical Model of Visual Attention: Feedback Enhancement of Spatial Resolution in a Hierarchical System. Journal of Computational Neuroscience 10(3): 231-253 (2001) | |
| 32 | Jan Storck, Frank Jäkel, Gustavo Deco: Temporal clustering with spiking neurons and dynamic synapses: towards technological applications. Neural Networks 14(3): 275-285 (2001) | |
| 31 | Silvia Corchs, Gustavo Deco: A neurodynamical model for selective visual attention using oscillators. Neural Networks 14(8): 981-990 (2001) | |
| 30 | Gustavo Deco, Bernd Schürmann: Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields. Neural Processing Letters 14(2): 107-114 (2001) | |
| 29 | Silvia Corchs, Gustavo Deco: Selective attention in visual search: A neural network of phase oscillators. Neurocomputing 38-40: 1151-1160 (2001) | |
| 28 | Jan Storck, Frank Jäkel, Gustavo Deco: Learning spatio-temporal stimuli with networks of spiking neurons and dynamic synapses. Neurocomputing 38-40: 935-943 (2001) | |
| 2000 | ||
| 27 | Gustavo Deco, Bernd Schürmann: Information dynamics - foundations and applications. Springer 2000: I-XVI, 1-281 | |
| 26 | 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 Computation 12(11): 2621-2653 (2000) | |
| 25 | Gustavo Deco, Josef Zihl: Neurodynamical mechanism of binding and selective attention for visual search. Neurocomputing 32-33: 693-699 (2000) | |
| 1999 | ||
| 24 | Gustavo Deco, Josef Zihl: A Neurodynamical Approach to Visual Attention. NIPS 1999: 10-16 | |
| 23 | Rosaria Silipo, Gustavo Deco, Helmut Bartsch: Brain tumor classification based on EEG hidden dynamics. Intell. Data Anal. 3(4): 287-306 (1999) | |
| 22 | Gustavo Deco, Bernd Schürmann: Spatiotemporal Coding in the Cortex: Information Flow-Based Learning in Spiking Neural Networks. Neural Computation 11(4): 919-934 (1999) | |
| 1998 | ||
| 21 | Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Helmut Bartsch: Dynamics extraction in multivariate biomedical time series. Biological Cybernetics 79(1): 15-27 (1998) | |
| 20 | Dragan Obradovic, Gustavo Deco: Information Maximization and Independent Component Analysis: Is There a Difference? Neural Computation 10(8): 2085-2101 (1998) | |
| 1997 | ||
| 19 | Christian Schittenkopf, Gustavo Deco: A Nonlinear Markovian Characterization of Time Series Using Neural Networks. Foundations of Computer Science: Potential - Theory - Cognition 1997: 481-488 | |
| 18 | Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Christian Schittenkopf, Celio Gremigni: Nonlinear Modelling of the Daily Heart Rhythm. ICANN 1997: 1083-1088 | |
| 17 | Gustavo Deco, Bernd Schürmann: An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons. ICANN 1997: 73-78 | |
| 16 | Christian Schittenkopf, Gustavo Deco, Wilfried Brauer: Finit Automata-Models for the Investigation of Dynamical Systems. Inf. Process. Lett. 63(3): 137-141 (1997) | |
| 15 | 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) | |
| 14 | Christian Schittenkopf, Gustavo Deco, Wilfried Brauer: Two Strategies to Avoid Overfitting in Feedforward Networks. Neural Networks 10(3): 505-516 (1997) | |
| 13 | 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) | |
| 1996 | ||
| 12 | Gustavo Deco, Dragan Obradovic: An information-theoretic approach to neural computing. Springer 1996: I-XIII, 1-261 | |
| 11 | Gustavo Deco, Bernd Schürmann: Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method. ICANN 1996: 121-126 | |
| 10 | Christian Schittenkopf, Gustavo Deco: An Information Theoretic Measure for the Classification of Time Series. ICANN 1996: 773-778 | |
| 9 | 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 | |
| 8 | Dragan Obradovic, Gustavo Deco: An information theory based learning paradigm for linear feature extraction. Neurocomputing 12(2-3): 203-221 (1996) | |
| 1995 | ||
| 7 | Lucas C. Parra, Gustavo Deco: Continuous Boltzmann machine with rotor neurons. Neural Networks 8(3): 375-385 (1995) | |
| 6 | Gustavo Deco, Wilfried Brauer: Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures. Neural Networks 8(4): 525-535 (1995) | |
| 5 | Gustavo Deco, Dragan Obradovic: Linear redundancy reduction learning. Neural Networks 8(5): 751-755 (1995) | |
| 4 | Gustavo Deco, Bernd Schürmann: Neural learning of chaotic dynamics. Neural Processing Letters 2(2): 23-26 (1995) | |
| 1994 | ||
| 3 | Gustavo Deco, Wilfried Brauer: Higher Order Statistical Decorrelation without Information Loss. NIPS 1994: 247-254 | |
| 1993 | ||
| 2 | Dragan Obradovic, Gustavo Deco, Herbert Furumoto, C. Fricke: Application of Neural Networks in Pulp Production. KI 1993: 376-383 | |
| 1 | Gustavo Deco, Jürgen Ebmeyer: Coarse Coding Resource-Allocating Network. Neural Computation 5(1): 105-114 (1993) | |
Colors in the list of coauthors
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