| Foundations of Connectionism and Biophysical Models of Neurons |
| Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona |
| Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres |
| A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / E. Sánchez ; S. Barro ; J. Mariño ; A. Canedo |
| Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli |
| What Can We Compute with Lateral Inhibition Circuits? / J. Mira ; A.E. Delgado |
| Neuronal Models with Current Inputs / J. Feng |
| Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. GarcÃa de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández |
| Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen |
| Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari |
| Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev |
| Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo |
| Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano |
| Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya |
| Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés |
| Structural and Functional Models of Neurons |
| A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui |
| Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi |
| Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas |
| Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras |
| Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann |
| Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria |
| The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco |
| The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; C.P. Suárez Araujo ; J. Simões da Fonseca |
| The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang |
| $$-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro |
| Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso |
| Classification with Synaptic Radial Basis Units / J.D. Buldain |
| A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely |
| Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche |
| Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks |
| Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques / A. Abraham |
| Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / R. Setiono |
| Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena |
| sure of Noise Immunity for Functional Networks / E. Castillo ; O. Fontenla-Romero ; B. Guijarro-Berdinnas ; A. Alonso-Betanzos |
| A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos |
| Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez |
| Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz |
| Learning and Other Plasticity Phenomena, and Complex Systems Dynamics |
| Generalization Error and Training Error at Singularities of Multilayer Perceptrons / S.-I. Amari ; T. Ozeki ; H. Park |
| Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger |
| Inductive Bias in Recurrent Neural Networks / S. Snyders ; C.W. Omlin |
| Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. SantamarÃa ; C. Pantaleón |
| Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal |
| Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode |
| Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori |
| Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto |
| Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht |
| Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana ; J. Feliú Batlle ; J. López Coronado |
| Practical Consideration on Generalization Property of Natural Gradient Learning |
| Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum |
| Non-symmetric Support Vector Machines |
| Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz |
| AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França |
| Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis |
| Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim |
| Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. MartÃnez ; J. Senent ; J. Sanchis |
| Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero |
| A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya |
| GA Techniques Applied to Contour Search in Images of Bovine Livestock / H.M. González Velasco ; C.J. GarcÃa Orellana ; M. MacÃas MacÃas ; M.I. Acevedo Sotoca |
| Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. RodrÃguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel |
| RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / J. González ; I. Rojas ; H. Pomares ; J. Ortega |
| Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo |
| Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; P. Isasi ; J.M. Molina ; A. SanchÃs ; I.M. Galván |
| A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. BenÃtez |
| A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time / M. Damas |
| Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks / M. Salmerón |
| Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez |
| Topology-Preserving Elastic Nets / V. Tereshko |
| Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura |
| Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera ; A. Prieto |
| Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro ; R.L. Marichal ; L. Moreno ; J.F. Sigut ; E.J. González |
| Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias |
| A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller |
| Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby |
| Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido |
| Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. MartÃn-Vide ; V. Mitrana ; J.M. Sempere |
| Using SOM for Neural Network Visualization / G. Romero |
| Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet |
| Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. GarcÃa-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-MartÃnez |
| STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden |
| Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català |
| Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany |
| Reduced Support Vector Selection by Linear Programs / W.A. Fellenz |
| Edge Detection in Noisy Images Using the Support Vector Machines / H. Gómez-Moreno ; S. Maldonado-Bascón ; F. López Ferreras |
| Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente |
| Evolving High-Posterior Self-Organizing Maps / J. Muruzábal |
| Using Statistical Techniques to Predict GA Performance / R. Nogueras |
| Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal |
| Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez |
| Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith |
| Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta |
| An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortés ; F. Guerrero ; D. Canca ; J.M. GarcÃa |
| Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang |
| Artificial Intelligence and Cognitive Processes |
| Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall |
| DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. MartÃnez ; J.R. Ãlvarez |
| Conceptual Spaces as Voltage Maps / J. Aisbett ; Gibbon |
| Determining Hyper-planes to Generate Symbolic Rules / G. Bologna |
| Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler |
| ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff |
| Knowledge and Intelligence / J.C. Herrero |
| Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / M.O. Vilela ; P.M.V. Lima |
| Author Index |
| Foundations of Connectionism and Biophysical Models of Neurons |
| Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona |
| Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres |
| A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / E. Sánchez ; S. Barro ; J. Mariño ; A. Canedo |
| Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli |
| What Can We Compute with Lateral Inhibition Circuits? / J. Mira ; A.E. Delgado |
