| 2002 | Circular Back-Propagation Networks for Measuring Displayed Image Quality. | Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario |
| 2002 | Recurrent Neural Learning for Helpdesk Call Routing. | Sheila Garfield, Stefan Wermter |
| 2002 | A Corticospinal Network for Control of Voluntary Movements of a Physiologically Based Experimental Platform. | Francisco Garca-Crdova, Javier Molina-Vilaplana, Juan Lpez Coronado |
| 2002 | Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. | Miroslaw Galicki, Lutz Leistritz, Herbert Witte |
| 2002 | Spike-Driven Synaptic Plasticity for Learning Correlated Patterns of Asynchronous Activity. | Stefano Fusi |
| 2002 | Action Scheme Scheduling with a Neural Architecture: A Prefrontal Cortex Approach. | Herv Frezza-Buet |
| 2002 | Error Functions for Prediction of Episodes of Poor Air Quality. | Robert J. Foxall, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | Kohonen Maps Applied to Fast Image Vector Quantization. | Christophe Foucher, Daniel Le Guennec, Gilles Vaucher |
| 2002 | Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. | Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, Jos Carlos Prncipe, Bertha Guijarro-Berdias |
| 2002 | Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. | Arthur Flexer, Georg Gruber, Georg Dorffner |
| 2002 | High-Accuracy Mixed-Signal VLSI for Weight Modification in Contrastive Divergence Learning. | Patrice Fleury, Alan F. Murray, H. Martin Reekie |
| 2002 | A New Learning Method for Piecewise Linear Regression. | Giancarlo Ferrari-Trecate, Marco Muselli |
| 2002 | A Comparison of Face Detection Algorithms. | Ian R. Fasel, Javier R. Movellan |
| 2002 | Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. | Deniz Erdogmus, Jos Carlos Prncipe, Luis Vielva, David Luengo |
| 2002 | Learning Multiple Feature Representations from Natural Image Sequences. | Wolfgang Einhuser, Christoph Kayser, Konrad P. Krding, Peter Knig |
| 2002 | Learning the Long-Term Structure of the Blues. | Douglas Eck, Jrgen Schmidhuber |
| 2002 | Natural Gradient and Multiclass NLDA Networks. | Jos R. Dorronsoro, Ana M. Gonzlez |
| 2002 | Flow Diagrams of the Quadratic Neural Network. | David R. C. Dominguez, Elka Korutcheva, W. K. Theumann, Rubem Erichsen Jr. |
| 2002 | A Mixed Ensemble Approach for the Semi-supervised Problem. | Evgenia Dimitriadou, Andreas Weingessel, Kurt Hornik |
| 2002 | A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data. | Gustavo Deco, Edmund T. Rolls |
| 2002 | Saliency Maps Operating on Stereo Images Detect Landmarks and Their Distance. | Jrg Conradt, Pascal Simon, Michel Pescatore, Paul F. M. J. Verschure |
| 2002 | Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. | Brieuc Conan-Guez, Fabrice Rossi |
| 2002 | Asymptotic Level Density of the Elastic Net Self-Organizing Feature Map. | Jens Christian Claussen, Heinz G. Schuster |
| 2002 | Adaptive Differential Decorrelation: A Natural Gradient Algorithm. | Seungjin Choi |
| 2002 | Financial APT-Based Gaussian TFA Learning for Adaptive Portfolio Management. | Kai Chun Chiu, Lei Xu |