| 1999 | A New Input-Output Function for Binary Hopfield Neural Networks. | Gerhard Galn, Juris Muoz |
| 1999 | Self-Organization of Shift-Invariant Receptive Fields. | Kunihiko Fukushima, Kazuya Yoshimoto |
| 1999 | A Bioinspired Hierarchical System for Speed Recognition. | Jos Manuel Ferrndez de Vicente, Mara Victoria Rodellar Biarge, Pedro Gmez |
| 1999 | A Neural Network Approach for the Analysis of Multineural Recordings in Retinal Ganglion Cells. | Jos Manuel Ferrndez de Vicente, Jose Angel Bolea, Josef Ammermller, Richard A. Normann, Eduardo Fernndez |
| 1999 | A New Evolutionary Diagram: Application to BTGP and Information Retrieval. | Jos Luis Fernndez-Villacaas Martn |
| 1999 | Multichannel Pattern Recognition Neural Network. | Manuel Fernndez Delgado, Jess Mara Rodrguez Presedo, Senn Barro |
| 1999 | Estimating Exact Form of Generalisation Errors. | Jianfeng Feng |
| 1999 | Integrate-and-Fire Model with Correlated Inputs. | Jianfeng Feng |
| 1999 | Paradoxical Relationship between Output and Input Regularity for the FitzHugh-Nagumo Model. | Stuart Feerick, Jianfeng Feng, David Brown |
| 1999 | Adaptive Hybrid Speech Coding with a MLP/LPC Structure. | Marcos Fandez-Zanuy |
| 1999 | Rule Improvement Through Decision Boundary Detection Using Sensitivity Analysis. | Andries P. Engelbrecht, Herna L. Viktor |
| 1999 | Training Higher Order Gaussian Synapses. | Richard J. Duro, Jos Luis Crespo, Jos Santos Reyes |
| 1999 | Cascade Error Projection: A Learning Algorithm for Hardware Implementation. | Tuan A. Duong, Taher Daud |
| 1999 | Multi-neural Network Approach for Classification of Brainstem Evoked Response Auditory. | Anne-Sophie Dujardin, Vronique Amarger, Kurosh Madani, Olivier Adam, Jean-Franois Motsch |
| 1999 | Randomness in Heuristics: An Experimental Investigation for the Maximum Satisfiability Problem. | Habiba Drias |
| 1999 | On the Computational Power of Limited Precision Weights Neutral Networks in Classification Problems: How to Calculate the Weight Range so that a Solution Will Exist. | Sorin Draghici |
| 1999 | Analog Electronic System for Simulating Biological Neurons. | Vincent Douence, Arnaud Laflaquire, Sylvie Le Masson, Thierry Bal, Gwendal Le Masson |
| 1999 | Structure of Lateral Inhibition in an Olfactory Bulb Model. | Andrew P. Davison, Jianfeng Feng, David Brown |
| 1999 | The Capacity and Attractor Basins of Associative Memory Models. | Neil Davey, Stephen P. Hunt |
| 1999 | Neural Networks for Coefficient Prediction in Wavelet Image Coders. | Cindy Daniell, Roy Matic |
| 1999 | Self-Organizing Cases to Find Paradigms. | Juan Jos del Coz, Oscar Luaces, Jos Ramn Quevedo, Jaime Alonso, Jos Ranilla, Antonio Bahamonde |
| 1999 | Do Plants Optimize ? | Henrique J. S. Coutinho, Edgar A. Lanzer, Aran Bey |
| 1999 | Optimal Discrete Recombination: Hybridising Evolution Strategies with the A* Algorithm. | Carlos Cotta, Jos M. Troya |
| 1999 | Parametric Characterization of Hardness Profiles of Steels with Nero-Wavelet Networks. | Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 1999 | On the Three Neural Networks Using Sigmoidal Functions. | Ion Ciuca, Elena Jitaru |