| 2006 | Learning for stochastic dynamic programming. | Sylvain Gelly, Jrmie Mary, Olivier Teytaud |
| 2006 | Immune Network based Ensembles. | Nicols Garca-Pedrajas, Colin Fyfe |
| 2006 | Reducing policy degradation in neuro-dynamic programming. | Thomas Gabel, Martin A. Riedmiller |
| 2006 | Stochastic Processes for Canonical Correlation Analysis. | Colin Fyfe, Gayle Leen |
| 2006 | The permutation test for feature selection by mutual information. | Damien Franois, Vincent Wertz, Michel Verleysen |
| 2006 | Hybrid generative/discriminative training of radial basis function networks. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2006 | Learning what is important: feature selection and rule extraction in a virtual course. | Terence A. Etchells, ngela Nebot, Alfredo Vellido, Paulo J. G. Lisboa, Francisco Mugica |
| 2006 | Robust Local Cluster Neural Networks. | Ralf Eickhoff, Joaquin Sitte, Ulrich Rckert |
| 2006 | Diversity creation in local search for the evolution of neural network ensembles. | Pete Duell, Iris Fermin, Xin Yao |
| 2006 | Topological Correlation. | Kevin A. J. Doherty, Rod Adams, Neil Davey |
| 2006 | A time-scale correlation-based blind separation method applicable to correlated sources. | Yannick Deville, Dass Bissessur, Matthieu Puigt, Shahram Hosseini, Herv Carfantan |
| 2006 | Nonlinear transient computation and variable noise tolerance. | Nigel T. Crook |
| 2006 | Saliency extraction with a distributed spiking neural network. | Sylvain Chevallier, Philippe Tarroux, Hlne Paugam-Moisy |
| 2006 | A multiagent architecture for concurrent reinforcement learning. | Vctor Uc Cetina |
| 2006 | Enhanced maxcut clustering with multivalued neural networks and functional annealing. | Enrique Mrida Casermeiro, Domingo Lpez-Rodrguez, Juan Miguel Ortiz-de-Lazcano-Lobato |
| 2006 | Gaussian and exponential architectures in small-world associative memories. | Lee Calcraft, Rod Adams, Neil Davey |
| 2006 | Exploring the role of intrinsic plasticity for the learning of sensory representations. | Nicholas Butko, Jochen Triesch |
| 2006 | Fuzzy image segmentation with Fuzzy Labelled Neural Gas. | Cornelia Br, Felix Bollenbeck, Frank-Michael Schleif, Winfriede Weschke, Thomas Villmann, Udo Seiffert |
| 2006 | Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals. | Martin Bogdan, Michael Bensch |
| 2006 | Classification of Boar Sperm Head Images using Learning Vector Quantization. | Michael Biehl, Piter Pasma, Marten Pijl, Lidia Snchez, Nicolai Petkov |
| 2006 | A Cyclostationary Neural Network model for the prediction of the NO2 concentration. | Monica Bianchini, Ernesto Di Iorio, Marco Maggini, Chiara Mocenni, Augusto Pucci |
| 2006 | Some experimental results with a two level memory management system in the multilevel darwinist brain. | Francisco Bellas, Jos Antonio Becerra, Richard J. Duro |
| 2006 | Construction of a memory management system in an on-line learning mechanism. | Francisco Bellas, Jos Antonio Becerra, Richard J. Duro |
| 2006 | A sequence-encoding neural network for face recognition. | Marek Barwinski, Rolf P. Wrtz |
| 2006 | On the selection of hidden neurons with heuristic search strategies for approximation. | Ignacio Barrio, Enrique Romero, Llus A. Belanche Muoz |