| 2001 | A Generalisable Measure of Self-Organisation and Emergence. | W. Andy Wright, Robert E. Smith, Martin Danek, Pillip Greenway |
| 2001 | Sequential Strategy for Learning Multi-stage Multi-agent Collaborative Games. | W. Andy Wright |
| 2001 | Bad Design and Good Performance: Strategies of the Visual System for Enhanced Scene Analysis. | Florentin Wrgtter |
| 2001 | Nonlinear Signal Processing for Noise Reduction of Unaveraged Single Channel MEG Data. | Wei Lee Woon, David Lowe |
| 2001 | A Mirror Neuron System for Syntax Acquisition. | Steve Womble, Stefan Wermter |
| 2001 | Neural Network Analysis of Dynamic Contrast-Enhanced MRI Mammography. | Axel Wismller, Oliver Lange, Dominik R. Dersch, Klaus Hahn, Gerda L. Leinsinger |
| 2001 | Neural Coding of Dynamic Stimuli. | Stefan D. Wilke |
| 2001 | Finding Faces in Cluttered Still Images with Few Examples. | Jan Wieghardt, Hartmut S. Loos |
| 2001 | Using Maximal Recurrence in Linear Threshold Competitive Layer Networks. | Heiko Wersing, Helge J. Ritter |
| 2001 | Mapping Correlation Matrix Memory Applications onto a Beowulf Cluster. | Michael Weeks, Jim Austin, Anthony Moulds, Aaron Turner, Zygmunt Ulanowski, Julian Young |
| 2001 | Self-Organization of Orientation Maps, Lateral Connections, and Dynamic Receptive Fields in the Primary Visual Cortex. | Cornelius Weber |
| 2001 | Generation of Diversiform Characters Using a Computational Handwriting Model and a Genetic Algorithm. | Yasuhiro Wada, Kei Ohkawa, Keiichi Sumita |
| 2001 | Multi Joint Arm Trajectory Formation Based on the Minimization Principle Using the Euler-Poisson Equation. | Yasuhiro Wada, Yuichi Kaneko, Eri Nakano, Rieko Osu, Mitsuo Kawato |
| 2001 | A Neural-Network-Based Approach to Adaptive Human Computer Interaction. | George N. Votsis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Nicolas Tsapatsoulis, Stefanos D. Kollias |
| 2001 | Blind Source Separation of Single Components from Linear Mixtures. | Roland Vollgraf, Ingo Schiel, Klaus Obermayer |
| 2001 | Fast Score Function Estimation with Application in ICA. | Nikos Vlassis |
| 2001 | A Soft k-Segments Algorithm for Principal Curves. | Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Krse |
| 2001 | Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study. | Jarkko Venna, Samuel Kaski |
| 2001 | Deferring the Learning for Better Generalization in Radial Basis Neural Networks. | Jos Mara Valls, Pedro Isasi, Ins Mara Galvn |
| 2001 | Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks. | Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko |
| 2001 | Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers. | Koji Tsuda, Gunnar Rtsch, Sebastian Mika, Klaus-Robert Mller |
| 2001 | Scalable Kernel Systems. | Volker Tresp, Anton Schwaighofer |
| 2001 | Continuous Speech Recognition with a Robust Connectionist/Markovian Hybrid Model. | Edmondo Trentin, Marco Gori |
| 2001 | Using Directional Curvatures to Visualize Folding Patterns of the GTM Projection Manifolds. | Peter Tio, Ian T. Nabney, Yi Sun |
| 2001 | Kernel Based Image Classification. | Olivier Teytaud, David Sarrut |