| 2003 | Neural assembly binding in linguistic representation. | Frank van der Velde, Marc de Kamps |
| 2003 | A Spiking Machine for Human-Computer Interactions (Design methodology). | Gilles Vaucher |
| 2003 | Mixture of Experts and Local-Global Neural Networks. | Mayte Surez-Farias, Carlos Eduardo Pedreira |
| 2003 | Unsupervised Recursive Sequence Processing. | Marc Strickert, Barbara Hammer |
| 2003 | Fast approximation of the bootstrap for model selection. | Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen |
| 2003 | A neural model for heading detection from optic flow. | Frank Seifart, Pierre Bayerl, Heiko Neumann |
| 2003 | On the weight dynamics of recurrent learning. | Ulf D. Schiller, Jochen J. Steil |
| 2003 | Parallel asynchronous distributed computations of optimal control in large state space Markov Decision processes. | Bruno Scherrer |
| 2003 | Self-organizing maps and functional networks for local dynamic modeling. | Noelia Snchez-Maroo, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias |
| 2003 | Cellular topographic self-organization under correlational learning. | Shouji Sakamoto, Shigeko Seki, Youichi Kobuchi |
| 2003 | An event-driven framework for the simulation of networks of spiking neurons. | Olivier Rochel, Dominique Martinez |
| 2003 | Adaptive Learning in Changing Environments. | Miguel Rocha, Paulo Cortez, Jos Neves |
| 2003 | Characterization of the absolutely expedient learning algorithms for stochastic automata in a non-discrete space of actions. | Carlos Rivero |
| 2003 | On industrial acceptance of neuro-fuzzy systems. | Leonardo Maria Reyneri |
| 2003 | Reproducing kernels and regularization methods in machine learning. | Massimiliano Pontil |
| 2003 | Evolved Neurodynamics for Robot Control. | Frank Pasemann, Martin Hlse, Keyan Zahedi |
| 2003 | Detecting Pathologies from Infant Cry Applying Scaled Conjugated Gradient Neural Networks. | Jos Orozco Garca, Carlos A. Reyes-Garca |
| 2003 | Subject Categorization for Web Educational Resources using MLP. | Minoru Nakayama, Yasutaka Shimizu |
| 2003 | RetinotopicNET: An Efficient Simulator for Retinotopic Visual Architectures. | Raul Cristian Muresan |
| 2003 | Visualizing asymmetric proximities with MDS models. | Alberto Muoz, Manuel Martn-Merino |
| 2003 | Model-Free Functional MRI Analysis Using Topographic Independent Component Analysis. | Anke Meyer-Bse, Thomas D. Otto, Thomas Martinetz, Dorothee Auer, Axel Wismller |
| 2003 | Neural Network Algorithms for the p-Median Problem. | Enrique Domnguez Merino, Jos Muoz-Prez, Jos M. Jerez-Aragons |
| 2003 | Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. | Rubn Martn-Clemente, Susana Hornillo-Mellado, Jos I. Acha, Fernando Rojas Ruiz, Carlos Garca Puntonet |
| 2003 | Extraction of fuzzy rules from trained neural network using evolutionary algorithm. | Urszula Markowska-Kaczmar, Wojciech Trelak |
| 2003 | Approximation of Function by Adaptively Growing Radial Basis Function Neural Networks. | Jianyu Li, Siwei Luo, Yingjian Qi |