| 2002 | Parametrized SOMs for Object Recognition and Pose Estimation. | Axel Saalbach, Gunther Heidemann, Helge J. Ritter |
| 2002 | Modeling Neural Control of Locomotion: Integration of Reflex Circuits with CPG. | Ilya A. Rybak, Dmitry G. Ivashko, Boris I. Prilutsky, M. Anthony Lewis, John K. Chapin |
| 2002 | Clustering within Integrate-and-Fire Neurons for Image Segmentation. | Phill Rowcliffe, Jianfeng Feng, Hilary Buxton |
| 2002 | Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data. | Volker Roth, Mikio L. Braun, Tilman Lange, Joachim M. Buhmann |
| 2002 | Support Vector Method for ARMA System Identification: A Robust Cost Interpretation. | Jos Luis Rojo-lvarez, Manel Martnez-Ramn, Anbal R. Figueiras-Vidal, Mario de Prado-Cumplido, Antonio Arts-Rodrguez |
| 2002 | Support Vector Robust Algorithms for Non-parametric Spectral Analysis. | Jos Luis Rojo-lvarez, Arcadi Garca-Alberola, Manel Martnez-Ramn, Mariano Valds, Anbal R. Figueiras-Vidal, Antonio Arts-Rodrguez |
| 2002 | Time-Scaling in Recurrent Neural Learning. | Ricardo Riaza, Pedro J. Zufiria |
| 2002 | Frame Kernels for Learning. | Alain Rakotomamonjy, Stphane Canu |
| 2002 | Applying Machine Learning to Solve an Estimation Problem in Software Inspections. | Thomas Ragg, Frank Padberg, Ralf Schoknecht |
| 2002 | Piecewise-Linear Approximation of Any Smooth Output Function on the Cellular Neural Network. | Victor M. Preciado |
| 2002 | An Effective Traveling Salesman Problem Solver Based on Self-Organizing Map. | Alessio Plebe |
| 2002 | A Neural Model of the Fly Visual System Applied to Navigational Tasks. | Cyrill Planta, Jrg Conradt, Adrian Jencik, Paul F. M. J. Verschure |
| 2002 | Entropic Measures with Radial Basis Units. | J. David Buldain Prez |
| 2002 | Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters. | Juan Antonio Prez-Ortiz, Jrgen Schmidhuber, Felix A. Gers, Douglas Eck |
| 2002 | Multi-dimensional Function Approximation and Regression Estimation. | Fernando Prez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan Jos Prez-Ruixo, Anbal R. Figueiras-Vidal, Antonio Arts-Rodrguez |
| 2002 | Puncturing Multi-class Support Vector Machines. | Fernando Prez-Cruz, Antonio Arts-Rodrguez |
| 2002 | Learning More Accurate Metrics for Self-Organizing Maps. | Jaakko Peltonen, Arto Klami, Samuel Kaski |
| 2002 | An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services. | Carmen Pelez-Moreno, Emilio Parrado-Hernndez, Ascensin Gallardo-Antoln, Adrin Zambrano-Miranda, Fernando Daz-de-Mara |
| 2002 | Spike-Timing Dependent Competitive Learning of Integrate-and-Fire Neurons with Active Dendrites. | Christo Panchev, Stefan Wermter, Huixin Chen |
| 2002 | Goal Sequencing for Construction Agents in a Simulated Environment. | Anand Panangadan, Michael G. Dyer |
| 2002 | Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps. | Elias Pampalk, Andreas Rauber, Dieter Merkl |
| 2002 | Novelty Detection in Video Surveillance Using Hierarchical Neural Networks. | Jonathan D. Owens, Andrew Hunter, Eric Fletcher |
| 2002 | Iterative Population Decoding Based on Prior Beliefs. | Jens R. Otterpohl, Klaus Pawelzik |
| 2002 | Baum-Welch Learning in Discrete Hidden Markov Models with Linear Factorial Constraints. | Jens R. Otterpohl |
| 2002 | Characterization of Triphasic Rhythms in Central Pattern Generators (II): Burst Information Analysis. | Francisco de Borja Rodrguez Ortiz, Roberto Latorre, Pablo Varona |