| 2002 | Market Modeling Based on Cognitive Agents. | Georg Zimmermann, Ralph Grothmann, Christoph Tietz, Ralph Neuneier |
| 2002 | Clustering of Gene Expression Data by Mixture of PCA Models. | Taku Yoshioka, Ryouko Morioka, Kazuo Kobayashi, Shigeyuki Oba, Naotake Ogasawara, Shin Ishii |
| 2002 | Hierarchical Model Selection for NGnet Based on Variational Bayes Inference. | Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato |
| 2002 | Unsupervised Learning of Combination Features for Hierarchical Recognition Models. | Heiko Wersing, Edgar Krner |
| 2002 | Nonlinear Analysis of Simple Cell Tuning in Visual Cortex. | Thomas Wennekers |
| 2002 | Data Driven Generation of Interactions for Feature Binding and Relaxation Labeling. | Sebastian Weng, Jochen J. Steil |
| 2002 | A New Learning Algorithm for Mean Field Boltzmann Machines. | Max Welling, Geoffrey E. Hinton |
| 2002 | Episodic Memory: A Connectionist Interpretation. | J. G. (Iain) Wallace, Kevin Bluff |
| 2002 | Mapping the Growing Neural Gas to Situation Calculus. | Dimitrios Vogiatzis, Andreas Stafylopatis |
| 2002 | Lateral Interactions in Self-Organizing Maps. | Roberto Viviani |
| 2002 | Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks. | Alessandro Usseglio Viretta, Stefano Fusi, Shih-Chii Liu |
| 2002 | Neural Coding Analysis in Retinal Ganglion Cells Using Information Theory. | Jos Manuel Ferrndez de Vicente, Markus Bongard, Francisco Garca de Quirs, Jose Angel Bolea, Eduardo Fernndez |
| 2002 | Distance Matrix Based Clustering of the Self-Organizing Map. | Juha Vesanto, Mika Sulkava |
| 2002 | Selecting Neural Networks for Making a Committee Decision. | Antanas Verikas, Arunas Lipnickas, Kerstin Malmqvist |
| 2002 | Coordinating Principal Component Analyzers. | Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Krse |
| 2002 | An Algorithm for Image Representation as Independent Levels of Resolution. | Antonio Turiel, Jean-Pierre Nadal, Nstor Parga |
| 2002 | The Leave-One-Out Kernel. | Koji Tsuda, Motoaki Kawanabe |
| 2002 | Extended Kalman Filter Trained Recurrent Radial Basis Function Network in Nonlinear System Identification. | Branimir Todorovic, Miomir S. Stankovic, Claudio Moraga |
| 2002 | Architectural Bias in Recurrent Neural Networks - Fractal Analysis. | Peter Tio, Barbara Hammer |
| 2002 | Stabilized Dynamics in Physiological and Neural Systems Despite Strongly Delayed Feedback. | Andreas Thiel, Christian W. Eurich, Helmut Schwegler |
| 2002 | Overcomplete ICA with a Geometric Algorithm. | Fabian J. Theis, Elmar Wolfgang Lang, Tobias Westenhuber, Carlos Garca Puntonet |
| 2002 | Neuro-classification of Bill Fatigue Levels Based on Acoustic Wavelet Components. | Masaru Teranishi, Sigeru Omatu, Toshihisa Kosaka |
| 2002 | A Component Association Architecture for Image Understanding. | Jens Teichert, Rainer Malaka |
| 2002 | Robust De-noising by Kernel PCA. | Takashi Takahashi, Takio Kurita |
| 2002 | High Precision Measurement of Fuel Density Profiles in Nuclear Fusion Plasmas. | Jakob Svensson, Manfred von Hellermann, Ralf Knig |