| 2003 | A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. | Juan A. Surez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2003 | A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. | Kurt Stadlthanner, Ana Maria Tom, Fabian J. Theis, Elmar Wolfgang Lang |
| 2003 | Morphological Clustering of the SOM for Multi-dimensional Image Segmentation. | Aureli Soria-Frisch, Mario Kppen |
| 2003 | Bootstrap for Model Selection: Linear Approximation of the Optimism. | Geoffroy Simon, Amaury Lendasse, Michel Verleysen |
| 2003 | Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms. | Juan Seijas, Carmen Morat, Diego Andina, Antonio Vega-Corona |
| 2003 | Real-Coded GA for Parameter Optimization in Short-Term Load Forecasting. | Hara P. Satpathy |
| 2003 | ANN Based Tools in Astrophysics: Prospects and First Results for GOA and the AVO. | Luis M. Sarro |
| 2003 | Node Level Crossover Applied to Neural Network Evolution. | Eloy Sanz-Tapia, Nicols Garca-Pedrajas, Domingo Ortiz-Boyer, Csar Hervs-Martnez |
| 2003 | Sleep and Wakefulness in the Cuneate Nucleus: A Computational Study. | Eduardo Snchez Vila, Senn Barro, Jorge Mario, Antonio Canedo |
| 2003 | A Real Application Example of a Control Structure Selection by Means of a Multiobjective Genetic Algorithm. | Manuel Parrilla Snchez, Joaqun Aranda Almansa |
| 2003 | Intelligence and Computation: A View from Physiology. | Juan Vicente Snchez-Andrs |
| 2003 | Parallel Computation of an Adaptive Optimal RBF Network Predictor. | Moiss Salmern, Julio Ortega, Carlos Garca Puntonet, Miguel Damas |
| 2003 | Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series. | Rodrigo Salas, Romina Torres, Hctor Allende, Claudio Moraga |
| 2003 | Estimation of Multidimensional Regression Model with Multilayer Perceptrons. | Joseph Rynkiewicz |
| 2003 | Auto-adaptive Neural Network Tree Structure Based on Complexity Estimator. | Mariusz Rybnik, Abdennasser Chebira, Kurosh Madani |
| 2003 | Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2003 | Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2003 | Comparison of Neural Models, Off-line and On-line Learning Algorithms for a Benchmark Problem. | Antnio E. B. Ruano |
| 2003 | Post-synaptic Time-Dependent Conductances in Spiking Neurons: FPGA Implementation of a Flexible Cell Model. | Eduardo Ros, Rodrigo Ags, Richard R. Carrillo, Eva M. Ortigosa |
| 2003 | Visualization of Neural Net Evolution. | Gustavo Romero, Maribel Garca Arenas, Pedro ngel Castillo Valdivieso, Juan Julin Merelo Guervs |
| 2003 | An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. | Fernando Rojas, Carlos Garca Puntonet, Ignacio Rojas, Julio Ortega |
| 2003 | Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. | Fernando Rojas, Carlos Garca Puntonet, Manuel Rodrguez lvarez, Ignacio Rojas |
| 2003 | An Iterative Fuzzy Prototype Induction Algorithm. | Ins Gonzlez Rodrguez, Jonathan Lawry, James F. Baldwin |
| 2003 | An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. | Alejandra Rodrguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga |
| 2003 | A Statistical Model of Pollution-Caused Pulmonary Crises. | Daniel Rodrguez-Prez, Jose L. Castillo, Jos Carlos Antoranz |