| 1999 | Independent component analysis for mixture densities. | Francesco Palmieri, Alessandra Budillon, Davide Mattera |
| 1999 | Recurrent V1-V2 interaction for early visual information processing. | Heiko Neumann, Wolfgang Sepp |
| 1999 | Encoding of sequential translators in discrete-time recurrent neural nets. | Ramn P. eco, Mikel L. Forcada, Rafael C. Carrasco, M. ngeles Valds-Muoz |
| 1999 | Fast analog computation in networks of spiking neurons using unreliable synapses. | Thomas Natschlger, Wolfgang Maass |
| 1999 | A hybrid system for fraud detection in mobile communications. | Yves Moreau, Ellen Lerouge, Herman Verrelst, Joos Vandewalle, Christof Strmann, Peter Burge |
| 1999 | Heterogeneity enhanced order in a chaotic neural network. | Shin Mizutani, Katsunori Shimohara |
| 1999 | The challenges in spectral image analysis: an introduction, and review of ANN approaches. | Erzsbet Mernyi |
| 1999 | Generalized support vector machines. | Davide Mattera, Francesco Palmieri, Simon Haykin |
| 1999 | Marble slabs quality classification system using texture recognition and neural networks methodology. | Juan Martnez-Cabeza-de-Vaca-Alajarn, Luis-Manuel Toms-Balibrea |
| 1999 | Comparison of Kohonen, scale-invariant and GTM self-organising maps for interpretation of spectral data. | Donald MacDonald, Stephen McGlinchey, John Kawala, Colin Fyfe |
| 1999 | Neural networks which identify composite factors. | Donald MacDonald, Darryl Charles, Colin Fyfe |
| 1999 | Hidden Markov gating for prediction of change points in switching dynamical systems. | Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Mller |
| 1999 | Tackling the stability/plasticity dilemma with double loop dynamic systems. | Christophe Lecerf |
| 1999 | Integrating the evidence framework and the support vector machine. | James Tin-Yau Kwok |
| 1999 | Tree-recursive computation of gradient information for structures. | Andreas Kchler |
| 1999 | Feature selection for ANNs using genetic algorithms in condition monitoring. | Lindsay B. Jack, Asoke K. Nandi |
| 1999 | Approximation capabilities of folding networks. | Barbara Hammer |
| 1999 | A benchmark for testing adaptive systems on structured data. | Markus Hagenbuchner, Ah Chung Tsoi |
| 1999 | Learning a temporal code. | Philipp Hfliger |
| 1999 | Learning in structured domains. | Marco Gori |
| 1999 | Learning search-control heuristics for automated deduction systems with folding architecture networks. | Christoph Goller |
| 1999 | Trends in Unsupervised Learning. | Colin Fyfe |
| 1999 | A kernel based adaline. | Thilo-Thomas Frie, Robert F. Harrison |
| 1999 | Specialization with cortical models: An application to causality learning. | Herv Frezza-Buet, Frdric Alexandre |
| 1999 | Neural learning of approximate simple regular languages. | Mikel L. Forcada, Antonio M. Corb-Bellot, Marco Gori, Marco Maggini |