| 2001 | Prediction of foreign exchange rates by neural network and fuzzy system based techniques. | Vassilis S. Kodogiannis, A. Lolis |
| 2001 | Motor control and movement optimization learned by combining auto-imitative and genetic algorithms. | Karl-Theodor Kalveram, Ulrich Nakte |
| 2001 | Optimal transfer function neural networks. | Norbert Jankowski, Wlodzislaw Duch |
| 2001 | On the short-term-memory of WTA nets. | Brijnesh J. Jain, Fritz Wysotzki |
| 2001 | Bayesian decision theory on three layered neural networks. | Yoshifusa Ito, Cidambi Srinivasan |
| 2001 | Investigating the influence of the neighborhood attraction factor to evolution strategies with neighborhood attraction. | Jutta Huhse, Andreas Zell |
| 2001 | An integrated neural IR system. | Victoria J. Hodge, Jim Austin |
| 2001 | A two steps method: non linear regression and pruning neural network for analyzing multicomponent mixtures. | Csar Hervs-Martnez, Jos Antonio Martinez Heras, Sebastin Ventura, Manuel Silva |
| 2001 | Input pruning for neural gas architectures. | Barbara Hammer, Thomas Villmann |
| 2001 | Automatic relevance determination for Least Squares Support Vector Machines classifiers. | Tony Van Gestel, Johan A. K. Suykens, Bart De Moor, Joos Vandewalle |
| 2001 | Matching analogue hardware with applications using the Products of Experts algorithm. | Patrice Fleury, Robin Woodburn, Alan F. Murray |
| 2001 | Designing nearest neighbour classifiers by the evolution of a population of prototypes. | Fernando Fernndez, Pedro Isasi |
| 2001 | Weight initialization methods for multilayer feedforward. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2001 | Coding the outputs of multilayer feedforward. | Mercedes Fernndez-Redondo, Carlos Hernndez-Espinosa |
| 2001 | Transfer functions: hidden possibilities for better neural networks. | Wlodzislaw Duch, Norbert Jankowski |
| 2001 | Constructive density estimation network based on several different separable transfer functions. | Wlodzislaw Duch, Rafal Adamczak, Geerd H. F. Diercksen |
| 2001 | Weight perturbation learning algorithm with local learning rate adaptation for the classification of remote-sensing images. | Francesco Diotalevi, Maurizio Valle |
| 2001 | Searching the Web: learning based techniques. | Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli |
| 2001 | Perspectives on dedicated hardware implementations. | Davide Anguita, Maurizio Valle |
| 2001 | A novel chaotic neural network architecture. | Nigel T. Crook, Tjeerd Olde Scheper |
| 2001 | A microelectronic implementation of a bioinspired analog matrix for object segmentation of a visual scene. | Jordi Cosp, Jordi Madrenas |
| 2001 | Lamarckian training of feedforward neural networks. | Paulo Cortez, Miguel Rocha, Jos Neves |
| 2001 | Rectified Gaussian distributions and the formation of local filters from video data. | Emilio Corchado, Darryl Charles, Colin Fyfe |
| 2001 | Penalized least squares, model selection, convex hull classes and neural nets. | Gerald H. L. Cheang, Andrew R. Barron |
| 2001 | Unsupervised models for processing visual data. | Darryl Charles, Colin Fyfe |