| 2002 | Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces. | Masashi Sugiyama, Klaus-Robert Mller |
| 2002 | Mixtures of Autoregressive Models for Financial Risk Analysis. | Alberto Surez |
| 2002 | Vergence Control and Disparity Estimation with Energy Neurons: Theory and Implementation. | Wolfgang Strzl, Ulrich Hoffmann, Hanspeter A. Mallot |
| 2002 | Combining Multimodal Sensory Input for Spatial Learning. | Thomas Strsslin, Christophe Krebser, Angelo Arleo, Wulfram Gerstner |
| 2002 | Associative Arithmetic with Boltzmann Machines: The Role of Number Representations. | Ivilin Peev Stoianov, Marco Zorzi, Suzanna Becker, Carlo Umilta |
| 2002 | Does Morphology Influence Temporal Plasticity? | David C. Sterratt, Arjen van Ooyen |
| 2002 | A Scalable and Efficient Probabilistic Information Retrieval and Text Mining System. | Magnus Stensmo |
| 2002 | On Linear Separability of Sequences and Structures. | Alessandro Sperduti |
| 2002 | Dynamic Noise Annealing for Learning Temporal Sequences with Recurrent Neural Networks. | Pierre-Edouard Sottas, Wulfram Gerstner |
| 2002 | New Methods for Splice Site Recognition. | Sren Sonnenburg, Gunnar Rtsch, Arun K. Jagota, Klaus-Robert Mller |
| 2002 | Mixtures of Probabilistic PCAs and Fisher Kernels for Word and Document Modeling. | George Siolas, Florence d'Alch-Buc |
| 2002 | Hierarchical Object Classification for Autonomous Mobile Robots. | Steffen Simon, Friedhelm Schwenker, Hans A. Kestler, Gerhard K. Kraetzschmar, Gnther Palm |
| 2002 | Input and Output Feature Selection. | Alejandro Sierra, Fernando J. Corbacho |
| 2002 | A Neural Network Model for Pattern Recognition Based on Hypothesis and Verification with Moving Region of Attention. | Masao Shimomura, Shunji Satoh, Shogo Miyake, Hirotomo Aso |
| 2002 | Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons. | Renaud Sguier, David Mercier |
| 2002 | Conjugate Directions for Stochastic Gradient Descent. | Nicol N. Schraudolph, Thore Graepel |
| 2002 | Speeding-up Reinforcement Learning with Multi-step Actions. | Ralf Schoknecht, Martin A. Riedmiller |
| 2002 | Incremental Sparse Kernel Machine. | Masa-aki Sato, Shigeyuki Oba |
| 2002 | Reinforcement Learning for Biped Locomotion. | Masa-aki Sato, Yutaka Nakamura, Shin Ishii |
| 2002 | Adaptive Importance Sampling Technique for Neural Detector Training. | Jos L. Sanz-Gonzlez, Francisco lvarez-Vaquero |
| 2002 | Edge Detection and Motion Discrimination in the Cuneate Nucleus. | Eduardo Snchez Vila, Senn Barro, Antonio Canedo |
| 2002 | A Model of Human Cortical Microcircuits for the Study of the Development of Epilepsy. | Manuel A. Snchez-Montas, Luis Fernando Lago-Fernndez, Nazareth P. Castellanos, ngel Merchn-Prez, Jon I. Arellano, Javier DeFelipe |
| 2002 | Towards a New Information Processing Measure for Neural Computation. | Manuel A. Snchez-Montas, Fernando J. Corbacho |
| 2002 | SSA, SVD, QR-cp, and RBF Model Reduction. | Moiss Salmern, Julio Ortega, Carlos Garca Puntonet, Alberto Prieto, Ignacio Rojas |
| 2002 | Feature Selection via Genetic Optimization. | Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Fernando Prez-Cruz, Carlos Bousoo-Calzn |