| 2004 | Integrated low noise signal conditioning interface for neuroengineering applications. | Emanuele Bottino, Sergio Martinoia, Maurizio Valle |
| 2004 | Robust Bayesian Mixture Modelling. | Christopher M. Bishop, Markus Svensn |
| 2004 | Recursive networks for processing graphs with labelled edges. | Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli |
| 2004 | Non-linear Analysis of Shocks when Financial Markets are Subject to Changes in Regime. | Bertrand Maillet, Madalina Olteanu, Joseph Rynkiewicz |
| 2004 | Spatial-Temporal artificial neurons applied to online cursive handwritten recognition. | Abdul Rauf Baig |
| 2004 | Visualizing distortions in continuous projection techniques. | Michal Aupetit |
| 2004 | Flexible and Robust Bayesian Classification by Finite Mixture Models. | Cdric Archambeau, Frdric Vrins, Michel Verleysen |
| 2004 | Convergence properties of a fuzzy ARTMAP network. | Razvan Andonie, Lucian Mircea Sasu |
| 2004 | Neural networks for data mining: constrains and open problems. | Razvan Andonie, Boris Kovalerchuk |
| 2004 | An informational energy LVQ approach for feature ranking. | Razvan Andonie, Angel Cataron |
| 2004 | A New Learning Rates Adaptation Strategy for the Resilient Propagation Algorithm. | Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis |
| 2004 | Input arrival-time-dependent decoding scheme for a spiking neural network. | Hesham H. Amin, Robert H. Fujii |
| 2004 | Lattice ICA for the separation of speech signals. | Manuel Rodrguez lvarez, Fernando Rojas Ruiz, Elmar Wolfgang Lang, Ignacio Rojas Ruiz, Carlos Garca Puntonet, Moiss Salmern-Campos |
| 2004 | Shear strength prediction using dimensional analysis and functional networks. | Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Snchez-Maroo |
| 2004 | Fuzzy LP-SVMs for Multiclass Problems. | Shigeo Abe |
| 2004 | Description of the Group Dynamic of Funds' Managers using Kohonen's Map. | Catherine Aaron, Yamina Tadjeddine |
| 2003 | A recognition of filaments in solar images with an artificial neural network. | Valentina V. Zharkova, Vitaly Schetinin |
| 2003 | A view-based approach for object recognition from image sequences. | A. Zehender, Pierre Bayerl, Heiko Neumann |
| 2003 | A model-based reinforcement learning: a computational model and an fMRI study. | Wako Yoshida, Shin Ishii |
| 2003 | On different ensembles of kernel machines. | Michiko Yamana, Hiroyuki Nakahara, Massimiliano Pontil, Shun-ichi Amari |
| 2003 | Digital Image Processing with Neural Networks. | Axel Wismller, Udo Seiffert |
| 2003 | Neural coding model using the morphoelectrotonic transform theory. | Norifumi Watanabe, Shun Ishizaki |
| 2003 | Developmental pruning of synapses and category learning. | Roberto Viviani, Manfred Spitzer |
| 2003 | Acceptability conditions for BSS problems. | Vincent Vigneron, Sebastien Lagrange, Christian Jutten |
| 2003 | Self-Organization by Optimizing Free-Energy. | Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Krse |