Front matter
1038
Modeling Neuronal Firing in the Presence of Refractoriness
L.M. Ricciardi, G. Esposilo, V. Giorno and C. Valerio
1042
A Study of the Action Potential Initiation Site Along the Axosomatodendritic Axis of Neurons Using Compartmental Models
J. M. Ibarz and O. Herreras
1040
Real Neurons and Neural Computation: A Summary of Thoughts
José Mira Mira
1039
Synchronous firing in a population of inhibitory interneurons coupled by electrical and chemical synapses
Santi Chillemi, Angelo Di Garbo and Alessandro Panarese
1042
Stochastic Networks with Subthreshold Oscillations and Spiking Activity
Nazareth P. Castellanos, Francisco B. Rodríguez and Pablo Varona
1040
Selective Inactivation of Neuronal Dendritic Domains: Computational Approach to Steady Potential Gradients
I. Makarova, J. M. Ibarz, L. López-Aguado and O. Herreras
1040-1041
Intermittent burst synchronization in neural networks
Christian Hauptmann, Annette Gail and Fotios Giannakopoulos
1037
Diffusion Associative Network: Diffusive Hybrid Neuromodulation and Volume Learning
P. Fernandez Lopez, C. P. Suarez Araujo, P. Garcia Baez and G. Sanchez Martin
1042
The Minimum-Variance Theory Revisited
Jianfeng Feng
1042
Sleep and wakefulness in the cuneate nucleus: a computational study
Eduardo Sánchez, Senén Barro, Jorge Mariño and Antonio Canedo
1040
Effiects of different connectivity patterns in a model of cortical circuits
Carlos Aguirre, Doris Campos, Pedro Pascual and Eduardo Serrano
1038
A Digital Neural Model of Visual Deficits in Parkinson’s Disease
Igor Aleksander and Helen Morton
1038-1039
Intersensorial Summation as a Nonlinear Contribution to Cerebral Excitation
Isabel Gonzalo and Miguel A. Porras
1041
Interacting Modalities through Functional Brain Modeling
Tino Lourens, Emilia Barakova and Hiroshi Tsujino
1043
Life-long learning: consolidation of novel events into dynamic memory representations
Emilia I. Barakova, Tino Lourens and Yoko Yamaguchi
1042
Real-time Sound Source Localization and Separation based on Active Audio-Visual Integration
Hiroshi G. Okuno and Kazuhiro Nakadai
1037
Hierarchical Neuro-Fuzzy Systems
M. Vellasco, M. Pacheco and K. Figueiredo
1041
A functional spiking neuron hardware oriented model
Andres Upegui, Carlos Andrés Peña-Reyes and Eduardo Sanchez
1042
SO(2)-Networks as Neural Oscillators
Frank Pasemann, Manfred Hild and Keyan Zahedi
1040
A Rotated Kernel Probabilistic Neural Network (RKPNN) for Multi-class Classification
Ingo Galleske and Juan Castellanos
1041
Independent Residual Analysis for Temporally Correlated Signals
L.-Q. Zhangy and A. Cichockiz
1037
MLP+H: a Hybrid Neural Architecture Formed by the Interaction of Hopfield and Multi-Layer Perceptron Neural Networks
Clayton Silva Oliveira e Em’ilio Del Moral Hernandez
1038
Linear unit relevance in multiclass NLDA networks
José R. Dorronsoro, Ana González and Eduardo Serrano
1040
Bootstrap for model selection: linear approximation of the optimism
G. Simon, A. Lendasse and M. Verleysen
1041
A learning rule to model the development of orientation selectivity in visual cortex
Jose M. Jerez, Miguel Atencia, Francisco J. Vico and Enrique Dominguez
1036-1037
Sequence learning using the neural coding
Sorin Moga, Philippe Gaussier and Jean-Paul Banquet
1042
Improved Kernel Learning Using Smoothing Parameter Based Linear Kernel
A B M Shawkat Ali and Ajith Abraham
1038
Automatic Car Parking: A Reinforcement Learning Approach
Darío Maravall, Miguel Ángel Patricio and Javier de Lope
1042
Discriminative Training of the Scanning N-Tuple Classifier
Simon M. Lucas
1040
A Wrapper Approach with Support Vector Machines for Text Categorization
E. Montañés, J.R. Quevedo and I. Díaz
1041
Robust Expectation Maximization Learning Algorithm for Mixture of Experts
Romina Torres, Rodrigo Salas, Héctor Allende and Claudio Moraga
1038
Choosing among algorithms to improve accuracy
José Ramón Quevedo, Elías F. Combarro and Antonio Bahamonde
1038
Evolutionary Approach to Overcome Initialization Parameters in Classification Problems
P. Isasi and F. Fernandez
1042
Text Categorisation Using a Partial-Matching Strategy
J. Ranilla, I. Díaz and J. Fernández
1039
A new learning method for single layer neural networks based on a regularized cost function
Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas and Amparo Alonso-Betanzos
1041
A better selection of patterns in lazy learning radial basis neural networks
P. Isasi, J. M. Valls and I.M. Galván
1041
An Iterative Fuzzy Prototype Induction Algorithm
Inés González Rodríguez, Jonathan Lawry and Jim F. Baldwin
1041
A Recurrent Multivalued Neural Network for codebook generation in Vector Quantization
R. Benítcz-Ftochcl, J. Muñoz-Pérez and E. Mérida-Casermeiro
1043
The recurrent IML-network
Joern Fischer
1037
Estimation of Multidimensional Regression Model with Multilayer Perceptrons
Joseph Rynkiewicz
1041
Principal Components Analysis Competitive Learning
Ezequiel López-Rubio, José Muñoz-Pérez and José Antonio Gómez-Ruiz
1043
Progressive Concept Formation in Self-organising Maps
Emilio Corchado and Colin Fyfe
1043
Supervised Classification with Associative SOM
Rafael del-Hoyo, David Buldain and Alvaro Marco
1038
Neural Implementation of Dijkstra’s Algorithm.
E. Mérida-Casermeiro, J. Muñoz-Pérez and R. Benítez-Rochel
1043
Spurious minima and basins of attraction in higher-order Hopfield networks
M. Atencia, G. Joya and F. Sandoval
1037
Cooperative Co-evolution of Multilayer Perceptrons
P.A. Castillo, M.G. Arenas, J.J. Merelo and G. Romero
1037
A statistical model of pollution-caused pulmonary crises
Daniel Rodríguez-Pérez, Jose L. Castillo and J.C. Antoranz
1042
A new penalty-based criterion for model selection in regularized nonlinear models
Elisa Guerrero, Joaquin Pizarro, Andrés Yáñez and Pedro Galindo
1041
Data Driven Multiple Neural Network Models Generator Based on a Tree-like Scheduler
Kurosh Madani, Abdennasser Chebira and Mariusz Rybnik
1041-1042
Performance-Enhancing Bifurcations in a Self-organising Neural Network
Terence Kwok and Kate A. Smith
1042
A Competitive Neural Network based on dipoles
M.A. García-Bernal, J. Muñoz-Pérez, J.A. Gómez-Ruiz and I. Ladrón de Guevara-López
1040
An N-Parallel Multivalued Network: Applications to the Travelling Salesman Problem
E. Mérida-Casermeiro, J. Muñoz-Pérez and E. Domínguez-Merino
1041
Parallel ACS for weighted MAX-SAT
Habiba Drias and Sarah Ibri
1037-1038
Learning to Generate Combinatorial Action Sequences Utilizing the Initial Sensitivity of Deterministic Dynamical Systems
Ryunosuke Nishimoto and Jun Tani
1041
BICONN: A Binary Competitive Neural Network
J. Muñoz-Pérez, M. A. García-Bernal, I. Ladrón de Guevara-Lòpez and J.A. Gomez-Ruiz
1042
SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-Adaptive Selection Pressure Steering
Michael Affenzeller and Stefan Wagner
1041
Cooperative Ant Colonies for Solving the Maximum Weighted Satisfiability Problem
Habiba Drias, Aminc Taibi and Sofianc Zckour
1037
Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks
Jesús González, Ignacio Rojas, Héctor Pomares and Julio Ortega
1041
The Antiquadrupolar Phase of the Biquadratic Neural Network
David R. C. Dominguez
1037
Co-Evolutionary Algorithm for RBF by Self- Organizing Population of neurons
A. J. Rivera, J. Ortega, I. Rojas and M. J. del Jesús
1041
Studying the Capacity of Grammatical Encoding to Generate FNN Architectures
Germán Gutiérrez, Beatriz García, José M. Molina and Araceli Sanchis
1041
Optimal Phasor Measurement Unit Placement using Genetic Algorithms
F. J. Marín, F. García-Lagos, G. Joya and F. Sandoval
1041
On the Evolutionary Inference of Temporal Boolean Networks
Carlos Cotta
1042-1043
Specifying evolutionary algorithms in XML
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero López and Maribel García Arenas
1037
Analysis of the Univariate Marginal Distribution Algorithm modeled by Markov chains
C. González, J. D. Rodríguez, J. A. Lozano and P. Larrañaga
1041
Node level crossover applied to neural network evolution
E. Sanz-Tapia, N. García-Pedrajas, D. Ortiz-Boyer and C. Hervás-Martínez
1038
Genetic Search of Block-Based Structures of Dynamical Process Models
A. López and L. Sánchez
1041
Visualization of Neural Net Evolution
G. Romero, M.G. Arenas, P.A. Castillo and J.J. Merelo
1039
Separable Recurrent Neural Networks Treated with Stochastic Velocities
A. Castellanos-Moreno
1041
Studying the Convergence of the CFA Algorithm
Jesús González, Ignacio Rojas, Héctor Pomares and Julio Ortega
1041
Auto-Adaptive Neural Network Tree Structure Based on Complexity Estimator
Mariusz Rybnik, Abdennasser Chebira and Kurosh Madani
1042
Intelligence and Computation: A View from Physiology
Juan Vicente Sanchez-Andres
1042
Image Understanding analysis at the Knowledge Level as a Design Task
M. Rincón, M. Bachiller, J. Mira and R. Martínez
1039-1040
Morphological Clustering of the SOM for Multi-dimensional Image Segmentation
Aureli Soria-Frisch and Mario Köppen
1040
Introducing Long Term Memory in an ANN based Multilevel Darwinist Brain
F. Bellas and R. J. Duro
1037
New Directions in Connectionist Language Modeling
María José Castro and Federico Prat
1037
Rules and Generalization Capacity Extraction from ANN with GP
Juan R. Rabuñal, Julián Dorado, Alejandro Pazos and Daniel Rivero
1041
Numerosity and the Consolidation of Episodic Memory
J.. G. Wallace and K. Bluff
622-629
Rule Extraction from a Multilayer Feedforward Trained Network via Interval Arithmetic Inversion
Carlos Hernández-Espinosa, Mercedes Fernández-Redondo and Mamen Ortiz-Gómez
1041
Necessary First-Person Axioms of Neuroconsciousness
Igor Aleksander and Barry Dunmall
1041
An Agent Based Approach of Collective Foraging
Marian Gheorghe, Carlos Martín-Vide, Victor Mitrana and Mario J. Pérez Jiménez
1040
Hybrid Architecture Based on Support Vector Machines
Haydemar Núñez, Cecilio Angulo and Andreu Catala
1040
A neural approach to extended logic programs
Jesús Medina, Enrique Mérida-Casermeiro and Manuel Ojeda-Aciego
1042
Solving SAT in Linear Time with a Neural-like Membrane System
Juan Pazos, Alfonso Rodríguez-Patón and Andrés Silva
1040
An Exponential-Decay Synapse Integrated Circuit For Bio-inspired Neural Networks.
Ludovic Alvado, Sylvain Saïghi, Jean Tomas and Sylvie Renaud
1040
A high level synthesis of an auditory mechanical to neural transduction circuit.
J. M. Ferrández, M.A Sacristán, V. Rodellar and P. Gomez
1040
Restriction Enzyme Computation
Olgierd Unold and Maciej Troć
1039
Neurally Inspired Mechanisms for the Dynamic Visual Attention Map Generation Task
Maria T. López, Miguel A. Fernández, Antonio Fernández-Caballero and Ana E. Delgado
1036
A Model of Dynamic Visual Attention for Object Tracking in Natural Image Sequences
Nabil Ouerhani and Heinz Hügli
1039
Neural competitive structures for segmentation based on motion features
Javier Diaz, Sonia Mota, Eduardo Ros and Guillermo Botella
1041
Background Pixel Classification for Motion Detection in Video Image Sequences
P.Gil Jiménez, S. Maldonado-Bascón, R. Gil-Pita and H. Gómez-Moreno
1042
COBRA: An Evolved Online Tool for Mammography Interpretation
Carlos-Andrés Peña-Reyes, Rosa Villa, Luis Prieto and Eduardo Sanchez
1040
CBA generated receptive fields implemented in a Facial expression recognition task
Jose M. Jerez, Leonardo Franco and Ignacio Molina
1040
A Hybrid Face Detector based on an Asymmetrical Adaboost Cascade Detector and a Wavelet-Bayesian- Detector
Rodrigo Verschae and Javier Ruiz del Solar
1041
Neural Net Generation of Facial Displays in Talking Heads
Max H. Garzon and Kiran Rajaya
Back matter