| 1999 | Neural Networks of the Hopfield Type. | Leonid B. Litinskii |
| 1999 | A Boolean Neural Network Controlling Task Sequences in a Noisy Environment. | Francesco E. Lauria, Marta Milo, Roberto Prevete, S. Visco |
| 1999 | Stochastic Model of the Place Cell Discharge. | Petr Lnsk, Jean Vaillant |
| 1999 | Using Temporal Neighborhoods to Adapt Function Approximators in Reinforcement Learning. | R. Matthew Kretchmar, Charles W. Anderson |
| 1999 | Autopoiesis and Image Processing: Detection of Structure and Organization in Images. | Mario Kppen, Javier Ruiz-del-Solar |
| 1999 | Application of Neural Networks for Automated X-Ray Image Inspection in Electronics Manufactoring. | Andreas Knig, Andreas Herenz, Klaus Wolter |
| 1999 | Application of ART2-A as a Pseudo-supervised Paradigm to Nuclear Reactor Diagnosis. | Shahla Keyvan, Luis C. Rabelo |
| 1999 | Digital Implementation of Artificial Neural Networks: From VHDL Description to EPGA Implementation. | Nouma Izeboudjen, Ahcene Farah, S. Titri, H. Boumeridja |
| 1999 | What Does a Peak in the Landscape of a Hopfield Associative Memory Look Like ? | Akira Imada |
| 1999 | A Parametrizable Design of the Mechanical-Neural Transduction System of the Auditory Brainstem. | Jos Antonio Macas Iglesias, Mara Victoria Rodellar Biarge |
| 1999 | SOAN: Self Organizing with Adaptive Neighborhood Neural Network. | Roberto Iglesias, Senn Barro |
| 1999 | Weight Freezing in Constructive Neural Networks: A Novel Approach. | Shahram Hosseini, Christian Jutten |
| 1999 | Method for Automatic Karyotyping of Human Chromosomes Based on the Visual Attention System. | Jos Fernando Dez Higuera, Francisco Javier Daz Pernas |
| 1999 | Challenge for a Real-World Information Processing by Means of Real-Time Neural Computation and Real-Conditions Simulation. | Juan Carlos Herrero |
| 1999 | Curvilinear Component Analysis for High-Dimensional Data Representation: I. Theoretical Aspects and Practical Use in the Presence of Noise. | Jeanny Hrault, Claire Jausions-Picaud, Anne Gurin-Dugu |
| 1999 | Applying Ontology to the Web: A Case Study. | Jeff Heflin, James A. Hendler, Sean Luke |
| 1999 | Curvilinear Component Analysis for High-Dimensional Data Representation: II. Examples of Additional Mapping Constraints in Specific Applications. | Anne Gurin-Dugu, Pascal Teissier, Gaspar Delso Gafaro, Jeanny Hrault |
| 1999 | Can General Purpose Micro-processors Simulate Neural Networks in Real-Time? | Bertrand Granado, Lionel Lacassagne, Patrick Garda |
| 1999 | Spatial Inversion and Facilitation in the J. Gonzalo's Research of the Sensorial Cortex. Integrative Aspects. | Isabel Gonzalo |
| 1999 | Optimizing Web Newspaper Layout Using Simulated Annealing. | Jess Gonzlez, Juan Julin Merelo Guervs, Pedro ngel Castillo Valdivieso, Vctor Manuel Rivas Santos, Gustavo Romero |
| 1999 | Bayesian VQ Image Filtering Design with Fast Adaption Competitive Neural Networks. | Ana Isabel Gonzlez, Manuel Graa, Imanol Echave, Jess Ruiz-Cabello |
| 1999 | Development of a New Space Perception System for Blind People, Based on the Creation of a Virtual Acoustic Space. | Jos L. Gonzlez-Mora, A. Rodrguez-Hernndez, L. F. Rodrguez-Ramos, L. Dfaz-Saco, N. Sosa |
| 1999 | Solving the Packing and Strip-Packing Problems with Genetic Algorithms. | Alberto Gmez, David de la Fuente |
| 1999 | Forward-Backward Parallelism in On-Line Backpropagation. | Rafael Gadea Girons, Antonio Mochol Salcedo |
| 1999 | Visual Knowledge Engineering as a Cognitive Tool. | Tatiana Gavrilova, Alexander V. Voinov, Ekaterina Vasilyeva |