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Gustavo Deco: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Christian Schittenkopf, Gustavo Deco
    A Nonlinear Markovian Characterization of Time Series Using Neural Networks. [Citation Graph (0, 0)][DBLP]
    Foundations of Computer Science: Potential - Theory - Cognition, 1997, pp:481-488 [Conf]
  2. Gustavo Deco, Edmund T. Rolls
    A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:3-8 [Conf]
  3. Gustavo Deco, Bernd Schürmann
    Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method. [Citation Graph (0, 0)][DBLP]
    ICANN, 1996, pp:121-126 [Conf]
  4. Gustavo Deco, Bernd Schürmann
    An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons. [Citation Graph (0, 0)][DBLP]
    ICANN, 1997, pp:73-78 [Conf]
  5. Christian Schittenkopf, Gustavo Deco
    An Information Theoretic Measure for the Classification of Time Series. [Citation Graph (0, 0)][DBLP]
    ICANN, 1996, pp:773-778 [Conf]
  6. Rosaria Silipo, Gustavo Deco, Rossano Vergassola, Christian Schittenkopf, Celio Gremigni
    Nonlinear Modelling of the Daily Heart Rhythm. [Citation Graph (0, 0)][DBLP]
    ICANN, 1997, pp:1083-1088 [Conf]
  7. Luis F. Lago-Fernández, Gustavo Deco
    Simultaneous Parallel Processing of Object and Position by Temporal Correlation. [Citation Graph (0, 0)][DBLP]
    IWANN (2), 2001, pp:64-71 [Conf]
  8. Dragan Obradovic, Gustavo Deco, Herbert Furumoto, C. Fricke
    Application of Neural Networks in Pulp Production. [Citation Graph (0, 0)][DBLP]
    KI, 1993, pp:376-383 [Conf]
  9. Gustavo Deco
    Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System. [Citation Graph (0, 0)][DBLP]
    Emergent Neural Computational Architectures Based on Neuroscience, 2001, pp:114-126 [Conf]
  10. Gustavo Deco, Wilfried Brauer
    Higher Order Statistical Decorrelation without Information Loss. [Citation Graph (0, 0)][DBLP]
    NIPS, 1994, pp:247-254 [Conf]
  11. Gustavo Deco, Josef Zihl
    A Neurodynamical Approach to Visual Attention. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:10-16 [Conf]
  12. Laura Martignon, Kathryn B. Laskey, Gustavo Deco, Eilon Vaadia
    Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings. [Citation Graph (0, 0)][DBLP]
    NIPS, 1996, pp:76-82 [Conf]
  13. Gustavo Deco
    The Computational Neuroscience ofVisual Cognition: Attention, Memory and Reward. [Citation Graph (0, 0)][DBLP]
    WAPCV, 2004, pp:100-117 [Conf]
  14. Silvia Corchs, Martin Stetter, Gustavo Deco
    Systems-Level Neuronal Modeling of Visual Attentional Mechanisms. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 2003, v:20, n:1-2, pp:143-160 [Journal]
  15. Martin Stetter, Gustavo Deco, Mathäus Dejori
    Large-Scale Computational Modeling of Genetic Regulatory Networks. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 2003, v:20, n:1-2, pp:75-93 [Journal]
  16. 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. [Citation Graph (0, 0)][DBLP]
    Biological Cybernetics, 2006, v:94, n:5, pp:351-365 [Journal]
  17. Rosaria Silipo, Gustavo Deco, Helmut Bartsch
    Brain tumor classification based on EEG hidden dynamics. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 1999, v:3, n:4, pp:287-306 [Journal]
  18. Silvia Corchs, Gustavo Deco
    Selective attention in visual search: A neural network of phase oscillators. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2001, v:38, n:, pp:1151-1160 [Journal]
  19. Silvia Corchs, Gustavo Deco
    A neurodynamical model to simulate neural activities in visual attention experiments. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:44, n:, pp:759-767 [Journal]
  20. Gustavo Deco, Tai Sing Lee
    A unified model of spatial and object attention based on inter-cortical biased competition. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:44, n:, pp:775-781 [Journal]
  21. Gustavo Deco, Josef Zihl
    Neurodynamical mechanism of binding and selective attention for visual search. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2000, v:32, n:, pp:693-699 [Journal]
  22. Dietmar Heinke, Gustavo Deco, Josef Zihl, Glyn W. Humphreys
    A computational neuroscience account of visual neglect. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:44, n:, pp:811-816 [Journal]
  23. Luis F. Lago-Fernández, Gustavo Deco
    A model of binocular rivalry based on competition in IT. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:44, n:, pp:503-507 [Journal]
  24. Christian Näger, Jan Storck, Gustavo Deco
    Speech recognition with spiking neurons and dynamic synapses: a model motivated by the human auditory pathway. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:44, n:, pp:937-942 [Journal]
  25. Dragan Obradovic, Gustavo Deco
    An information theory based learning paradigm for linear feature extraction. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1996, v:12, n:2-3, pp:203-221 [Journal]
  26. Jan Storck, Frank Jäkel, Gustavo Deco
    Learning spatio-temporal stimuli with networks of spiking neurons and dynamic synapses. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2001, v:38, n:, pp:935-943 [Journal]
  27. Miruna Szabo, R. Almeida, Gustavo Deco, Martin Stetter
    A neuronal model for the shaping of feature selectivity in IT by visual categorization. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:65, n:, pp:195-201 [Journal]
  28. Daniel Martí, Gustavo Deco, Paolo Del Giudice, Maurizio Mattia
    Reward-biased probabilistic decision-making: Mean-field predictions and spiking simulations. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:10-12, pp:1175-1178 [Journal]
  29. Franziska Koepke, Marco Loh, Albert Costa, Gustavo Deco
    Neurodynamical approach to the picture-word interference effect. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:10-12, pp:1317-1321 [Journal]
  30. Christian Schittenkopf, Gustavo Deco, Wilfried Brauer
    Finit Automata-Models for the Investigation of Dynamical Systems. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 1997, v:63, n:3, pp:137-141 [Journal]
  31. Gustavo Deco, Bernd Schürmann
    Information Dynamics: Foundations and Applications. [Citation Graph (0, 0)][DBLP]
    J. Artificial Societies and Social Simulation, 2004, v:7, n:1, pp:- [Journal]
  32. Gustavo Deco, Josef Zihl
    A Neurodynamical Model of Visual Attention: Feedback Enhancement of Spatial Resolution in a Hierarchical System. [Citation Graph (0, 0)][DBLP]
    Journal of Computational Neuroscience, 2001, v:10, n:3, pp:231-253 [Journal]
  33. Gustavo Deco, Bernd Schürmann
    Spatiotemporal Coding in the Cortex: Information Flow-Based Learning in Spiking Neural Networks. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1999, v:11, n:4, pp:919-934 [Journal]
  34. 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. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2000, v:12, n:11, pp:2621-2653 [Journal]
  35. Dragan Obradovic, Gustavo Deco
    Information Maximization and Independent Component Analysis: Is There a Difference? [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1998, v:10, n:8, pp:2085-2101 [Journal]
  36. Silvia Corchs, Gustavo Deco
    A neurodynamical model for selective visual attention using oscillators. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2001, v:14, n:8, pp:981-990 [Journal]
  37. Gustavo Deco, Wilfried Brauer
    Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1995, v:8, n:4, pp:525-535 [Journal]
  38. Gustavo Deco, Ralph Neuneier, Bernd Schürmann
    Non-parametric Data Selection for Neural Learning in Non-stationary Time Series. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1997, v:10, n:3, pp:401-407 [Journal]
  39. Gustavo Deco, Dragan Obradovic
    Linear redundancy reduction learning. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1995, v:8, n:5, pp:751-755 [Journal]
  40. Gustavo Deco, Lucas C. Parra
    Non-linear Feature Extraction by Redundancy Reduction in an Unsupervised Stochastic Neural Network. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1997, v:10, n:4, pp:683-691 [Journal]
  41. Lucas C. Parra, Gustavo Deco
    Continuous Boltzmann machine with rotor neurons. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1995, v:8, n:3, pp:375-385 [Journal]
  42. Christian Schittenkopf, Gustavo Deco, Wilfried Brauer
    Two Strategies to Avoid Overfitting in Feedforward Networks. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1997, v:10, n:3, pp:505-516 [Journal]
  43. Jan Storck, Frank Jäkel, Gustavo Deco
    Temporal clustering with spiking neurons and dynamic synapses: towards technological applications. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2001, v:14, n:3, pp:275-285 [Journal]
  44. Edmund T. Rolls, Gustavo Deco
    Attention in natural scenes: Neurophysiological and computational bases. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2006, v:19, n:9, pp:1383-1394 [Journal]
  45. Gustavo Deco, Bernd Schürmann
    Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2001, v:14, n:2, pp:107-114 [Journal]
  46. Gustavo Deco, Daniel Martí
    Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems. [Citation Graph (0, 0)][DBLP]
    Biological Cybernetics, 2007, v:96, n:5, pp:487-496 [Journal]
  47. Eirini Mavritsaki, Dietmar Heinke, Glyn W. Humphreys, Gustavo Deco
    Suppressive effects in visual search: A neurocomputational analysis of preview search. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:10-12, pp:1925-1931 [Journal]

  48. The Spiking Search over Time and Space Model (sSoTS): Simulating Dual Task Experiments and the Temporal Dynamics of Preview Search. [Citation Graph (, )][DBLP]


  49. Dynamics extraction in multivariate biomedical time series. [Citation Graph (, )][DBLP]


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