| 2002 | State Space Neural Networks for Freeway Travel Time Prediction. | Hans van Lint, Serge P. Hoogendoorn, Henk J. van Zuylen |
| 2002 | Fusing Images with Multiple Focuses Using Support Vector Machines. | Shutao Li, James T. Kwok, Yaonan Wang |
| 2002 | An Optimal Sensor Morphology Improves Adaptability of Neural Network Controllers. | Lukas Lichtensteiger, Rolf Pfeifer |
| 2002 | Complexity Selection of the Self-Organizing Map. | Anssi Lensu, Pasi Koikkalainen |
| 2002 | Linkage Analysis: A Bayesian Approach. | Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner |
| 2002 | Nonlinear Projection with the Isotop Method. | John Aldo Lee, Michel Verleysen |
| 2002 | Categorical Topological Map. | Mustapha Lebbah, Christian Chabanon, Fouad Badran, Sylvie Thiria |
| 2002 | Sampling Parameters to Estimate a Mixture Distribution with Unknown Size. | Martin Lauer |
| 2002 | Characterization of Triphasic Rhythms in Central Pattern Generators (I): Interspike Interval Analysis. | Roberto Latorre, Francisco de Borja Rodrguez Ortiz, Pablo Varona |
| 2002 | Optimal Extraction of Hidden Causes. | Luis Fernando Lago-Fernndez, Fernando J. Corbacho |
| 2002 | A New Method of Feature Extraction and Its Stability. | Nojun Kwak, Chong-Ho Choi |
| 2002 | An Efficiently Focusing Large Vocabulary Language Model. | Mikko Kurimo, Krista Lagus |
| 2002 | A Neural Network Model Generating Invariance for Visual Distance. | Rdiger Kupper, Reinhard Eckhorn |
| 2002 | Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps. | Markus Koskela, Jorma Laaksonen, Erkki Oja |
| 2002 | An Approach to Encode Multilayer Perceptrons. | Jerzy Korczak, Emmanuel Blindauer |
| 2002 | On the Training of a Kolmogorov Network. | Mario Kppen |
| 2002 | A Simple Generative Model for Single-Trial EEG Classification. | Jens Kohlmorgen, Benjamin Blankertz |
| 2002 | Finding the Optimal Continuous Model for Discrete Data by Neural Network Interpolation of Fractional Iteration. | Lars Kindermann, Achim Lewandowski, Peter Protzel |
| 2002 | A New Sequential Algorithm for Regression Problems by Using Mixture Distribution. | Takafumi Kanamori |
| 2002 | Attractor Neural Networks with Hypercolumns. | Christopher Johansson, Anders Sandberg, Anders Lansner |
| 2002 | A Weak Condition on Linear Independence of Unscaled Shifts of a Function and Finite Mappings by Neural Networks. | Yoshifusa Ito |
| 2002 | A Direction Sensitive Network Based on a Biophysical Neurone Model. | Burkhard Iske, Axel Lffler, Ulrich Rckert |
| 2002 | Receptive Fields Similar to Simple Cells Maximize Temporal Coherence in Natural Video. | Jarmo Hurri, Aapo Hyvrinen |
| 2002 | A Pareto Self-Organizing Map. | Andrew Hunter, Richard Lee Kennedy |
| 2002 | Dynamical Neural Schmitt Trigger for Robot Control. | Martin Hlse, Frank Pasemann |