| 2000 | Specification, estimation and evaluation of single hidden-layer feedforward autoregressive artificial neural network models. | Gianluigi Rech |
| 2000 | Nonlinear prediction of spatio-temporal time series. | Ulrich Parlitz, Christian Merkwirth |
| 2000 | Confidence estimation methods for neural networks : a practical comparison. | Georgios Papadopoulos, Peter J. Edwards, Alan F. Murray |
| 2000 | Learning VOR-like stabilization reflexes in robots. | Francesco Panerai, Giorgio Metta, Giulio Sandini |
| 2000 | A Bayesian approach to combined neural networks forecasting. | Maurits D. Out, Walter A. Kosters |
| 2000 | Toward encryption with neural network analogy. | Toru Ohira |
| 2000 | A neural network architecture for automatic segmentation of fluorescence micrographs. | Tim W. Nattkemper, Heiko Wersing, Walter Schubert, Helge J. Ritter |
| 2000 | Local model optimization for time series prediction. | James McNames |
| 2000 | Support Vector Committee Machines. | Dominique Martinez, Gilles Millerioux |
| 2000 | Financial predictions based on bootstrap-neural networks. | Anna Lombardi, Antonio Vicino |
| 2000 | Time series forecasting using CCA and Kohonen maps - application to electricity consumption. | Amaury Lendasse, John Aldo Lee, Vincent Wertz, Michel Verleysen |
| 2000 | A robust non-linear projection method. | John Aldo Lee, Amaury Lendasse, Nicolas Donckers, Michel Verleysen |
| 2000 | Topological map for binary data. | Mustapha Lebbah, Fouad Badran, Sylvie Thiria |
| 2000 | Distributed clustering and local regression for knowledge discovery in multiple spatial databases. | Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic |
| 2000 | Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation. | Jouko Lampinen, Timo Kostiainen |
| 2000 | Bootstrap for neural model selection. | Riadh Kallel, Marie Cottrell, Vincent Vigneron |
| 2000 | A statistical model selection strategy applied to neural networks. | Joaqun Pizarro Junquera, Elisa Guerrero Vzquez, Pedro L. Galindo |
| 2000 | Connectionist solutions for energy management systems. | Gonzalo Joya Caparrs |
| 2000 | Iterative learning neural network control for nonlinear system trajectory tracking. | Ping Jiang, Rolf Unbehauen |
| 2000 | Quantum iterative algorithm for image reconstruction problems. | Jun-ichi Inoue |
| 2000 | Learning of perceptual states in the design of an adaptive wall-following behavior. | Roberto Iglesias, Manuel Fernndez Delgado, Senn Barro |
| 2000 | Fuzzy entropy-constrained competitive learning algorithm. | Wen-Jyi Hwang, Chien-Min Ou, Shi-Chiang Liao, Ching-Fung Chine |
| 2000 | An optimization neural network model with time-dependent and lossy dynamics. | Zaln Heszberger, Jzsef Br, Edith Halsz |
| 2000 | Robust Bayes Point Machines. | Ralf Herbrich, Thore Graepel, Colin Campbell |
| 2000 | Nonlinear, statistical data-analysis for the optimal construction of neural-network inputs with the concept of a mutual information. | Frank Heister, Gregor Schock |