| * | 2009 |
|---|
| 54 | EE | Gustavo Deco,
Edmund T. Rolls:
Stochastic Dynamics in the Brain and Probabilistic Decision-Making.
Creating Brain-Like Intelligence 2009: 31-50 |
| 2008 |
|---|
| 53 | EE | J. 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) |
| 52 | EE | 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) |
| 51 | EE | Antonio Fernández-Caballero,
José Mira,
Gustavo Deco:
50 years of artificial intelligence: A neuronal approach.
Neurocomputing 71(4-6): 667-669 (2008) |
| 2007 |
|---|
| 50 | EE | 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 |
| 49 | EE | Gustavo Deco,
Daniel Martí:
Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems.
Biological Cybernetics 96(5): 487-496 (2007) |
| 48 | EE | 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) |
| 47 | EE | 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) |
| 2006 |
|---|
| 46 | EE | 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) |
| 45 | EE | Edmund T. Rolls,
Gustavo Deco:
Attention in natural scenes: Neurophysiological and computational bases.
Neural Networks 19(9): 1383-1394 (2006) |
| 44 | EE | 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) |
| 43 | EE | Franziska Koepke,
Marco Loh,
Albert Costa,
Gustavo Deco:
Neurodynamical approach to the picture-word interference effect.
Neurocomputing 69(10-12): 1317-1321 (2006) |
| 2005 |
|---|
| 42 | EE | 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 |
|---|
| 41 | EE | Gustavo Deco:
The Computational Neuroscience ofVisual Cognition: Attention, Memory and Reward.
WAPCV 2004: 100-117 |
| 40 | EE | Gustavo Deco,
Bernd Schürmann:
Information Dynamics: Foundations and Applications.
J. Artificial Societies and Social Simulation 7(1): (2004) |
| 2003 |
|---|
| 39 | EE | Silvia Corchs,
Martin Stetter,
Gustavo Deco:
Systems-Level Neuronal Modeling of Visual Attentional Mechanisms.
Artif. Intell. Rev. 20(1-2): 143-160 (2003) |
| 38 | EE | Martin Stetter,
Gustavo Deco,
Mathäus Dejori:
Large-Scale Computational Modeling of Genetic Regulatory Networks.
Artif. Intell. Rev. 20(1-2): 75-93 (2003) |
| 2002 |
|---|
| 37 | EE | Gustavo Deco,
Edmund T. Rolls:
A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data.
ICANN 2002: 3-8 |
| 36 | EE | Luis F. Lago-Fernández,
Gustavo Deco:
A model of binocular rivalry based on competition in IT.
Neurocomputing 44-46: 503-507 (2002) |
| 35 | EE | Silvia Corchs,
Gustavo Deco:
A neurodynamical model to simulate neural activities in visual attention experiments.
Neurocomputing 44-46: 759-767 (2002) |
| 34 | EE | 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) |
| 33 | EE | Dietmar Heinke,
Gustavo Deco,
Josef Zihl,
Glyn W. Humphreys:
A computational neuroscience account of visual neglect.
Neurocomputing 44-46: 811-816 (2002) |
| 32 | EE | 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 |
|---|
| 31 | EE | Gustavo Deco:
Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System.
Emergent Neural Computational Architectures Based on Neuroscience 2001: 114-126 |
| 30 | EE | Luis F. Lago-Fernández,
Gustavo Deco:
Simultaneous Parallel Processing of Object and Position by Temporal Correlation.
IWANN (2) 2001: 64-71 |
| 29 | | 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) |
| 28 | EE | Jan Storck,
Frank Jäkel,
Gustavo Deco:
Temporal clustering with spiking neurons and dynamic synapses: towards technological applications.
Neural Networks 14(3): 275-285 (2001) |
| 27 | EE | Silvia Corchs,
Gustavo Deco:
A neurodynamical model for selective visual attention using oscillators.
Neural Networks 14(8): 981-990 (2001) |
| 26 | | 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) |
| 25 | EE | Silvia Corchs,
Gustavo Deco:
Selective attention in visual search: A neural network of phase oscillators.
Neurocomputing 38-40: 1151-1160 (2001) |
| 24 | EE | 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 |
|---|
| 23 | | 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) |
| 22 | EE | Gustavo Deco,
Josef Zihl:
Neurodynamical mechanism of binding and selective attention for visual search.
Neurocomputing 32-33: 693-699 (2000) |
| 1999 |
|---|
| 21 | EE | Gustavo Deco,
Josef Zihl:
A Neurodynamical Approach to Visual Attention.
NIPS 1999: 10-16 |
| 20 | EE | Rosaria Silipo,
Gustavo Deco,
Helmut Bartsch:
Brain tumor classification based on EEG hidden dynamics.
Intell. Data Anal. 3(4): 287-306 (1999) |
| 19 | | 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 |
|---|
| 18 | | Dragan Obradovic,
Gustavo Deco:
Information Maximization and Independent Component Analysis: Is There a Difference?
Neural Computation 10(8): 2085-2101 (1998) |
| 1997 |
|---|
| 17 | EE | Christian Schittenkopf,
Gustavo Deco:
A Nonlinear Markovian Characterization of Time Series Using Neural Networks.
Foundations of Computer Science: Potential - Theory - Cognition 1997: 481-488 |
| 16 | | Rosaria Silipo,
Gustavo Deco,
Rossano Vergassola,
Christian Schittenkopf,
Celio Gremigni:
Nonlinear Modelling of the Daily Heart Rhythm.
ICANN 1997: 1083-1088 |
| 15 | | Gustavo Deco,
Bernd Schürmann:
An Information-Theoretic Analysis of Temporal Coding Strategies by Spiking Central Neurons.
ICANN 1997: 73-78 |
| 14 | EE | Christian Schittenkopf,
Gustavo Deco,
Wilfried Brauer:
Finit Automata-Models for the Investigation of Dynamical Systems.
Inf. Process. Lett. 63(3): 137-141 (1997) |
| 13 | EE | 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) |
| 12 | EE | Christian Schittenkopf,
Gustavo Deco,
Wilfried Brauer:
Two Strategies to Avoid Overfitting in Feedforward Networks.
Neural Networks 10(3): 505-516 (1997) |
| 11 | EE | 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 |
|---|
| 10 | | Gustavo Deco,
Bernd Schürmann:
Nonparametric Data Selection for Improvement of Parametric Neural Learning: A Cumulant-Surrogate Method.
ICANN 1996: 121-126 |
| 9 | | Christian Schittenkopf,
Gustavo Deco:
An Information Theoretic Measure for the Classification of Time Series.
ICANN 1996: 773-778 |
| 8 | EE | 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 |
| 7 | EE | Dragan Obradovic,
Gustavo Deco:
An information theory based learning paradigm for linear feature extraction.
Neurocomputing 12(2-3): 203-221 (1996) |
| 1995 |
|---|
| 6 | EE | Lucas C. Parra,
Gustavo Deco:
Continuous Boltzmann machine with rotor neurons.
Neural Networks 8(3): 375-385 (1995) |
| 5 | EE | Gustavo Deco,
Wilfried Brauer:
Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures.
Neural Networks 8(4): 525-535 (1995) |
| 4 | EE | Gustavo Deco,
Dragan Obradovic:
Linear redundancy reduction learning.
Neural Networks 8(5): 751-755 (1995) |
| 1994 |
|---|
| 3 | EE | 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 | EE | Gustavo Deco,
Jürgen Ebmeyer:
Coarse Coding Resource-Allocating Network.
Neural Computation 5(1): 105-114 (1993) |
