| 2001 | A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-Inspired FPGA. | Hctor Fabio Restrepo, Daniel Mange |
| 2001 | Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks. | Spyros N. Raptis, Spyros G. Tzafestas, Hermione Karagianni |
| 2001 | Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network. | Erhard Rank, Gernot Kubin |
| 2001 | Robust Chromatic Identification and Tracking. | Jos M. Ramrez, Gianmichele Grittani |
| 2001 | Neurobiological Modeling of Bursting Response During Visual Attention. | Reza Rajimehr, Leila Montaser Kouhsari |
| 2001 | On the Application of Heteroassociative Morphological Memories to Face Localization. | Bogdan Raducanu, Manuel Graa |
| 2001 | Sequence Learning in Mobile Robots Using Avalanche Neural Networks. | Gerardo Quero, Carolina Chang |
| 2001 | Reactive Navigation Using Reinforment Learning in Situations of POMDPs. | Paolo Puliti, Guido Tascini, Anna Montesanto |
| 2001 | Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine. | Victor M. Preciado |
| 2001 | Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions. | Sophie Ponthieux, Marie Cottrell |
| 2001 | A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time. | Hctor Pomares, Ignacio Rojas, Jess Gonzlez, Miguel Damas |
| 2001 | Study of Chaos in a Simple Discrete Recurrence Neural Network. | Jos D. Pieiro, Roberto L. Marichal, Lorenzo Moreno Ruiz, Jos F. Sigut, Evelio J. Gonzlez |
| 2001 | Improving Biological Sequence Property Distances by Using a Genetic Algorithm. | Olga M. Perez, Francisco Javier Marn Martn, Oswaldo Trelles |
| 2001 | Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics. | Andrs Prez-Uribe, Michle Courant |
| 2001 | Synchronization in Brain - Assessment by Electroencephalographic Signals. | Ernesto Pereda, Joydeep Bhattacharya |
| 2001 | Autoorganised Structures for Extraction of Perceptual Primitives. | Marta Penas, Mara J. Carreira, Manuel G. Penedo |
| 2001 | Evolving Brain Structures for Robot Control. | Frank Pasemann, Uli Steinmetz, Martin Hlse, Bruno Lara |
| 2001 | Practical Consideration on Generalization Property of Natural Gradient Learning. | Hyeyoung Park |
| 2001 | NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters. | Carlos J. Garca Orellana, Ramn Gallardo Caballero, Horacio M. Gonzlez Velasco, Francisco Javier Lpez Aligu |
| 2001 | Optimization with Linear Constraints in the Neural Network. | Mikiya Oota, Naohiro Ishii, Koichiro Yamauchi, Mayumi Nakamura |
| 2001 | Two Dimensional Evaluation Reinforcement Learning. | Hiroyuki Okada, Hiroshi Yamakawa, Takashi Omori |
| 2001 | Using Statistical Techniques to Predict GA Performance. | Rafael Nogueras, Carlos Cotta |
| 2001 | Using Contextual Information to Selectively Adjust Preprocessing Parameters. | Predrag Neskovic, Leon N. Cooper |
| 2001 | Heterogeneous Kohonen Networks. | Sergio Negri, Llus Belanche |
| 2001 | Evolving High-Posterior Self-Organizing Maps. | Jorge Muruzbal |