| 2002 | Robust Unsupervised Competitive Neural Network by Local Competitive Signals. | Ernesto Chiarantoni, Giuseppe Acciani, Girolamo Fornarelli, Silvano Vergura |
| 2002 | Selection of Meta-parameters for Support Vector Regression. | Vladimir Cherkassky, Yunqian Ma |
| 2002 | A Continuous Restricted Boltzmann Machine with a Hardware-Amenable Learning Algorithm. | Hsin Chen, Alan F. Murray |
| 2002 | Multi-stream Exploratory Projection Pursuit for the Formation of Complex Cells Similar to Visual Cortical Neurons. | Darryl Charles, Jos Koetsier, Donald MacDonald, Colin Fyfe |
| 2002 | Automatic Fingerprint Verification Using Neural Networks. | Anna Ceguerra, Irena Koprinska |
| 2002 | A Greedy Training Algorithm for Sparse Least-Squares Support Vector Machines. | Gavin C. Cawley, Nicola L. C. Talbot |
| 2002 | Storage Capacity of Kernel Associative Memories. | Barbara Caputo, Heinrich Niemann |
| 2002 | Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations. | Giancarlo La Camera, Alexander Rauch, Walter Senn, Hans-Rudolf Lscher, Stefano Fusi |
| 2002 | When NMDA Receptor Conductances Increase Inter-spike Interval Variability. | Giancarlo La Camera, Stefano Fusi, Walter Senn, Alexander Rauch, Hans-Rudolf Lscher |
| 2002 | Recursive Neural Networks Applied to Discourse Representation Theory. | Antonella Bua, Marco Gori, Fabrizio Santini |
| 2002 | Robust Cross-Validation Score Function for Non-linear Function Estimation. | Jos De Brabanter, Kristiaan Pelckmans, Johan A. K. Suykens, Joos Vandewalle |
| 2002 | Independent Component Analysis for Domain Independent Watermarking. | Stphane Bounkong, David Saad, David Lowe |
| 2002 | A Hybrid Two-Stage Fuzzy ARTMAP and LVQ Neuro-Fuzzy System for On-Line Handwriting Recognition. | Miguel L. Bote-Lorenzo, Yannis A. Dimitriadis, Eduardo Gmez-Snchez |
| 2002 | Beyond Comon's Identifiability Theorem for Independent Component Analysis. | Riccardo Boscolo, Hong Pan, Vwani P. Roychowdhury |
| 2002 | Support Vector Representation of Multi-categorical Data. | Silvio Borer, Wulfram Gerstner |
| 2002 | Adaptive Model Selection for Digital Linear Classifiers. | Andrea Boni |
| 2002 | An Improved Cumulant Based Method for Independent Component Analysis. | Tobias Blaschke, Laurenz Wiskott |
| 2002 | Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates. | Benjamin Blankertz, Christin Schfer, Guido Dornhege, Gabriel Curio |
| 2002 | Correlation Visualization of High Dimensional Data Using Topographic Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez Gonzlez |
| 2002 | Dynamic Knowledge Representation in Connectionist Systems. | J. Mark Bishop, Slawomir J. Nasuto, Kris De Meyer |
| 2002 | Extraction of Fuzzy Rules Using Sensibility Analysis in a Neural Network. | Jess Manuel Besada-Juez, Miguel Angel Sanz-Bobi |
| 2002 | Applying Slow Feature Analysis to Image Sequences Yields a Rich Repertoire of Complex Cell Properties. | Pietro Berkes, Laurenz Wiskott |
| 2002 | Second-Order Conditioning in Mobile Robots. | Samuel Benzaquen, Carolina Chang |
| 2002 | Visualization and Analysis of Web Navigation Data. | Khalid Benabdeslem, Youns Bennani, Eric Janvier |
| 2002 | Learning Face Localization Using Hierarchical Recurrent Networks. | Sven Behnke |