| 1999 | Support vector machines vs multi-layer perceptrons in particle identification. | N. Barabino, M. Pallavicini, Alessandro Petrolini, Massimiliano Pontil, Alessandro Verri |
| 1999 | Model clustering by deterministic annealing. | Bart Bakker, Tom Heskes |
| 1999 | Supervised Art-II: a new neural network architecture, with quicker learning algorithm, for learning and classifying multivaled input patterns. | Kamal R. Al-Rawi, Consuelo Gonzalo, Agueda Arquero |
| 1999 | Modeling face recognition learning in early infant development. | Francesca Acerra, Yves Burnod, Scania de Schonen |
| 1998 | Generating arbitrary rhythmic patterns with purely inhibitory neural networks. | Zhijun Yang, Felipe Maia Galvo Frana |
| 1998 | A supervised radial basis function neural network. | Shengqing Wu, Christian Van den Broeck |
| 1998 | Speech recognition with a new hybrid architecture combining neural networks and continuous HMM. | Daniel Willett, Gerhard Rigoll |
| 1998 | Brain-like intelligent control: from neural nets to larger-scale systems. | Paul J. Werbos |
| 1998 | Introduction to speech recognition using neural networks. | Christian Wellekens |
| 1998 | Learning associative mappings from few examples. | Jrg A. Walter |
| 1998 | Parsimonious learning feed-forward control. | Theo J. A. de Vries, Lars J. Idema, Wubbe J. R. Velthuis |
| 1998 | Magnification control in neural maps. | Thomas Villmann, J. Michael Herrmann |
| 1998 | A multistage on-line learning rule for multilayer neural network. | Philippe Thomas, Grard Bloch, Claude Humbert |
| 1998 | Analyses on the temporal patterns of spikes of auditory neurons by a neural network and tree-based models. | Tetsuya Takahashi |
| 1998 | Improved generalization ability of neurocontrollers by imposing NLq stability constraints. | Johan A. K. Suykens, Joos Vandewalle |
| 1998 | Learning sensory-motor cortical mappings without training. | Michael W. Spratling, Gillian Hayes |
| 1998 | A self-organising neural network for modelling cortical development. | Michael W. Spratling, Gillian Hayes |
| 1998 | A comparison between weighted radial basis functions and wavelet networks. | Mirko Sgarbi, Valentina Colla, Leonardo Maria Reyneri |
| 1998 | Perception and action selection by anticipation of sensorimotor consequences. | Torsten Seiler, Volker Stephan, Horst-Michael Gross |
| 1998 | Fast orienting movements to visual targets: neural field model of dynamic gaze control. | Andreas Schierwagen, Herrad Werner |
| 1998 | Application of a neural net in classification and knowledge discovery. | Kristina Schdler, Fritz Wysotzki |
| 1998 | Self-organization and convergence of the one-dimensional Kohonen algorithm. | Ali A. Sadeghi |
| 1998 | What are the main factors involved in the design of a Radial Basis Function Network? | Ignacio Rojas Ruiz, Mancia Anguita, Eduardo Ros Vidal, Hctor Pomares, Olga Valenzuela, Alberto Prieto |
| 1998 | Neural networks for financial forecast. | G. Rotundo, Brunello Tirozzi, M. Valente |
| 1998 | The CNN computer - a tutorial. | Tams Roska |