| 2002 | Integration of Metric Place Relations in a Landmark Graph. | Wolfgang Hbner, Hanspeter A. Mallot |
| 2002 | Predictive Self-Organizing Map for Vector Quantization of Migratory Signals. | Akira Hirose, Tomoyuki Nagashima |
| 2002 | A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control Systems. | Randa Herzallah, David Lowe |
| 2002 | Human Recognition by Gait Analysis Using Neural Networks. | Jos Elas Herrero Jaraba, Carlos Orrite-Uruuela, J. David Buldain Prez, Armando Roy-Yarza |
| 2002 | An Analog VLSI Pulsed Neural Network for Image Segmentation Using Adaptive Connection Weights. | Arne Heittmann, Ulrich Ramacher, Daniel Matolin, Jrg Schreiter, Ren Schffny |
| 2002 | Temporal Processing of Brain Activity for the Recognition of EEG Patterns. | Alexandre Hauser, Pierre-Edouard Sottas, Jos del R. Milln |
| 2002 | Learning Vector Quantization for Multimodal Data. | Barbara Hammer, Marc Strickert, Thomas Villmann |
| 2002 | Rule Extraction from Self-Organizing Networks. | Barbara Hammer, Andreas Rechtien, Marc Strickert, Thomas Villmann |
| 2002 | Compactly Supported RBF Kernels for Sparsifying the Gram Matrix in LS-SVM Regression Models. | Bart Hamers, Johan A. K. Suykens, Bart De Moor |
| 2002 | Tool Wear Prediction in Milling Using Neural Networks. | Rodolfo E. Haber, Angel Alique, Jos R. Alique |
| 2002 | Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. | Germn Gutirrez, Ins Mara Galvn, Jos M. Molina, Araceli Sanchis |
| 2002 | Multiple Forms of Activity-Dependent Plasticity Enhance Information Transfer at a Dynamic Synapse. | Bruce P. Graham |
| 2002 | Stable Adaptive Momentum for Rapid Online Learning in Nonlinear Systems. | Thore Graepel, Nicol N. Schraudolph |
| 2002 | Kernel Matrix Completion by Semidefinite Programming. | Thore Graepel |
| 2002 | Heterogeneous Forests of Decision Trees. | Krzysztof Grabczewski, Wlodzislaw Duch |
| 2002 | Evolutionary Training of Neuro-fuzzy Patches for Function Approximation. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares, Alberto Prieto, Karl Goser |
| 2002 | Neural Networks, Clustering Techniques, and Function Approximation Problems. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares |
| 2002 | Non-monotonic Current-to-Rate Response Function in a Novel Integrate-and-Fire Model Neuron. | Michele Giugliano, Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lscher, Stefano Fusi |
| 2002 | Stochastic Supervised Learning Algorithms with Local and Adaptive Learning Rate for Recognising Hand-Written Characters. | Matteo Giudici, Filippo Queirolo, Maurizio Valle |
| 2002 | Multiresolution Support for Adaptive Image Restoration Using Neural Networks. | Souheila Ghennam, Khier Benmahammed |
| 2002 | Learning Context Sensitive Languages with LSTM Trained with Kalman Filters. | Felix A. Gers, Juan Antonio Prez-Ortiz, Douglas Eck, Jrgen Schmidhuber |
| 2002 | Robust Blind Source Separation Utilizing Second and Fourth Order Statistics. | Pando G. Georgiev, Andrzej Cichocki |
| 2002 | A SOM Variant Based on the Wilcoxon Test for Document Organization and Retrieval. | Apostolos Georgakis, Constantine Kotropoulos, Ioannis Pitas |
| 2002 | Networking with Cognitive Packets. | Erol Gelenbe, Ricardo Lent, Zhiguang Xu |
| 2002 | Lower Bounds for Training and Leave-One-Out Estimates of the Generalization Error. | Grald Gavin, Olivier Teytaud |