| 2006 | 14th European Symposium on Artificial Neural Networks, ESANN 2006, Bruges, Belgium, April 26-28, 2006, Proceedings |
| 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 | A Gaussian process latent variable model formulation of canonical correlation analysis. Gayle Leen, Colin Fyfe |
| 2006 | A multiagent architecture for concurrent reinforcement learning. Víctor Uc Cetina |
| 2006 | A new hyperbolic visualization method for displaying the results of a neural gas model: application to Webometrics. Shadi Al Shehabi, Jean-Charles Lamirel |
| 2006 | A sequence-encoding neural network for face recognition. Marek Barwinski, Rolf P. Würtz |
| 2006 | A simple idea to separate convolutive mixtures in an undetermined scenario. Maciej Pedzisz, Ali Mansour |
| 2006 | A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges. Rémi Gribonval, Sylvain Lesage |
| 2006 | A time-scale correlation-based blind separation method applicable to correlated sources. Yannick Deville, Dass Bissessur, Matthieu Puigt, Shahram Hosseini, Hervé Carfantan |
| 2006 | Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM). Tong Boon Tang, Alan F. Murray |
| 2006 | Adaptive scene-dependent filters in online learning environments. Michael Götting, Jochen J. Steil, Heiko Wersing, Edgar Körner, Helge J. Ritter |
| 2006 | An algorithm for fast and reliable ESOM learning. Mario Nöcker, Fabian Mörchen, Alfred Ultsch |
| 2006 | Artificial neural networks and machine learning for man-machine-interfaces - processing of nervous signals. Martin Bogdan, Michael Bensch |
| 2006 | Bayesian source separation: beyond PCA and ICA. Ali Mohammad-Djafari |
| 2006 | Bootstrap feature selection in support vector machines for ventricular fibrillation detection. Felipe Alonso Atienza, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Alfredo Rosado Muñoz, Arcadi García-Alberola |
| 2006 | Classification by means of Evolutionary Response Surfaces. Rafael del Castillo Gomariz, Nicolás García-Pedrajas |
| 2006 | Classification of Boar Sperm Head Images using Learning Vector Quantization. Michael Biehl, Piter Pasma, Marten Pijl, Lidia Sánchez, Nicolai Petkov |
| 2006 | Cluster detection algorithm in neural networks. David Meunier, Hélène Paugam-Moisy |
| 2006 | Connection strategies in neocortical networks. Andreas Herzog, Karsten Kube, Bernd Michaelis, Ana D. de Lima, Thomas B. Voigt |
| 2006 | Consistent estimation of the architecture of multilayer perceptrons. Joseph Rynkiewicz |
| 2006 | Construction of a memory management system in an on-line learning mechanism. Francisco Bellas, José Antonio Becerra, Richard J. Duro |
| 2006 | Cultures of dissociated neurons display a variety of avalanche behaviours. Roberta Alessio, Laura Cozzi, Vittorio Sanguineti |
| 2006 | Data mining techniques for feature selection in blood cell recognition. Tomasz Markiewicz, Stanislaw Osowski |
| 2006 | Data topology visualization for the Self-Organizing Map. Kadim Tasdemir, Erzsébet Merényi |
| 2006 | Degeneracy in model selection for SVMs with radial Gaussian kernel. Tobias Glasmachers |
| 2006 | Designing neural network committees by combining boosting ensembles. Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal |
| 2006 | Determination of the Mahalanobis matrix using nonparametric noise estimations. Amaury Lendasse, Francesco Corona, Jin Hao, Nima Reyhani, Michel Verleysen |
| 2006 | Discriminacy of the minimum range approach to blind separation of bounded sources. Dinh-Tuan Pham, Frédéric Vrins |
| 2006 | Diversity creation in local search for the evolution of neural network ensembles. Pete Duell, Iris Fermin, Xin Yao |
| 2006 | Dynamical reservoir properties as network effects. Carlos Lourenço |
| 2006 | EM-algorithm for training of state-space models with application to time series prediction. Elia Liitiäinen, Nima Reyhani, Amaury Lendasse |
| 2006 | Efficient Forward Regression with Marginal Likelihood. Ping Sun, Xin Yao |
| 2006 | Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data. Minh Quach, Pierre Geurts |
| 2006 | Enhanced maxcut clustering with multivalued neural networks and functional annealing. Enrique Mérida Casermeiro, Domingo López-Rodríguez, Juan Miguel Ortiz-de-Lazcano-Lobato |
| 2006 | Entropy-based principle and generalized contingency tables. Vincent Vigneron |
| 2006 | Evolino for recurrent support vector machines. Jürgen Schmidhuber, Matteo Gagliolo, Daan Wierstra, Faustino J. Gomez |
| 2006 | Evolving multi-segment 'super-lamprey' CPG's for increased swimming control. Leena N. Patel, Alan F. Murray, John Hallam |
| 2006 | Exploring the role of intrinsic plasticity for the learning of sensory representations. Nicholas Butko, Jochen Triesch |
| 2006 | Extended model of conditioned learning within latent inhibition. Nicolas Gomond, Jean Marc Salotti |
| 2006 | FPGA implementation of an integrate-and-fire LEGION model for image segmentation. Bernard Girau, César Torres-Huitzil |
| 2006 | FastISA: A fast fixed-point algorithm for independent subspace analysis. Aapo Hyvärinen, Urs Köster |
| 2006 | Freeform surface induction from projected planar curves via neural networks. Usman Khan, Abdelaziz Terchi, Sungwoo Lim, David Wright, Sheng Feng Qin |
| 2006 | Fuzzy image segmentation with Fuzzy Labelled Neural Gas. Cornelia Brüß, Felix Bollenbeck, Frank-Michael Schleif, Winfriede Weschke, Thomas Villmann, Udo Seiffert |
| 2006 | Gaussian and exponential architectures in small-world associative memories. Lee Calcraft, Rod Adams, Neil Davey |
| 2006 | Generalization properties of spiking neurons trained with ReSuMe method. Filip Ponulak, Andrzej J. Kasinski |
| 2006 | Hierarchical analysis of GSM network performance data. Mikko Multanen, Kimmo Raivio, Pasi Lehtimäki |
| 2006 | Hierarchical markovian models for joint classification, segmentation and data reduction of hyperspectral images. Nadia Bali, Ali Mohammad-Djafari, Adel Mohammadpour |
| 2006 | Hybrid generative/discriminative training of radial basis function networks. Artur J. Ferreira, Mário A. T. Figueiredo |
| 2006 | Immune Network based Ensembles. Nicolás García-Pedrajas, Colin Fyfe |
| 2006 | Independent dynamics subspace analysis. Alexander Ilin |
| 2006 | Iterative context compilation for visual object recognition. Jens Teichert, Rainer Malaka |
| 2006 | LS-SVM functional network for time series prediction. Tuomas Kärnä, Fabrice Rossi, Amaury Lendasse |
| 2006 | Lag selection for regression models using high-dimensional mutual information. Geoffroy Simon, Michel Verleysen |
| 2006 | Learning Visual Invariance. Alessio Plebe |
| 2006 | Learning and discrimination through STDP in a top-down modulated associative memory. Anthony Mouraud, Hélène Paugam-Moisy |
| 2006 | Learning for stochastic dynamic programming. Sylvain Gelly, Jérémie Mary, Olivier Teytaud |
| 2006 | Learning what is important: feature selection and rule extraction in a virtual course. Terence A. Etchells, Àngela Nebot, Alfredo Vellido, Paulo J. G. Lisboa, Francisco Mugica |
| 2006 | Learning with monotonicity requirements for optimal routing with end-to-end quality of service constraints. Antoine Mahul, Alexandre Aussem |
| 2006 | Linking non-binned spike train kernels to several existing spike train metrics. Benjamin Schrauwen, Jan M. Van Campenhout |
| 2006 | Magnification control for batch neural gas. Barbara Hammer, Alexander Hasenfuss, Thomas Villmann |
| 2006 | Margin based Active Learning for LVQ Networks. Frank-Michael Schleif, Barbara Hammer, Thomas Villmann |
| 2006 | Modelling switching dynamics using prediction experts operating on distinct wavelet scales. Alexandre Aussem, Pierre Chainais |
| 2006 | Neural networks and machine learning in bioinformatics - theory and applications. Udo Seiffert, Barbara Hammer, Samuel Kaski, Thomas Villmann |
| 2006 | Non-linear gating network for the large scale classification model CombNET-II. Mauricio Kugler, Toshiyuki Miyatani, Susumu Kuroyanagi, Anto Satriyo Nugroho, Akira Iwata |
| 2006 | Non-orthogonal Support Width ICA. John Aldo Lee, Frédéric Vrins, Michel Verleysen |
| 2006 | Nonlinear dynamics in neural computation. Tjeerd Olde Scheper, Nigel T. Crook |
| 2006 | Nonlinear transient computation and variable noise tolerance. Nigel T. Crook |
| 2006 | On the selection of hidden neurons with heuristic search strategies for approximation. Ignacio Barrio, Enrique Romero, Lluís A. Belanche Muñoz |
| 2006 | On-line adaptation of neuro-prostheses with neuronal evaluation signals. Klaus Pawelzik, Udo A. Ernst, David Rotermund |
| 2006 | OnlineDoubleMaxMinOver: a simple approximate time and information efficient online Support Vector Classification method. Daniel Schneegaß, Thomas Martinetz, Michael Clausohm |
| 2006 | Optimal design of hierarchical wavelet networks for time-series forecasting. Yuehui Chen, Bo Yang, Ajith Abraham |
| 2006 | Outlier identification with the Harmonic Topographic Mapping. Marian Pena, Colin Fyfe |
| 2006 | Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic. Benjamin Schrauwen, Jan M. Van Campenhout |
| 2006 | Pattern analysis in illicit heroin seizures: a novel application of machine learning algorithms. Frédéric Ratle, Anne-Laure Terrettaz, Mikhail F. Kanevski, Pierre Esseiva, Olivier Ribaux |
| 2006 | Probabilistic classifiers and time-scale representations: application to the monitoring of a tramway guiding system. Zahra Hamou Mamar, Pierre Chainais, Alexandre Aussem |
| 2006 | Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms. Long Han, Mark J. Embrechts, Boleslaw K. Szymanski, Karsten Sternickel, Alexander Ross |
| 2006 | Recent trends in online learning for cognitive robots. Jochen J. Steil, Heiko Wersing |
| 2006 | Recognition of handwritten digits using sparse codes generated by local feature extraction methods. Rebecca Steinert, Martin Rehn, Anders Lansner |
| 2006 | Reducing policy degradation in neuro-dynamic programming. Thomas Gabel, Martin A. Riedmiller |
| 2006 | Robust Local Cluster Neural Networks. Ralf Eickhoff, Joaquin Sitte, Ulrich Rückert |
| 2006 | Rotation-based ensembles of RBF networks. Juan José Rodríguez, Jesús Maudes, Carlos J. Alonso |
| 2006 | Saliency extraction with a distributed spiking neural network. Sylvain Chevallier, Philippe Tarroux, Hélène Paugam-Moisy |
| 2006 | Sanger-driven MDSLocalize - a comparative study for genomic data. Marc Strickert, Nese Sreenivasulu, Udo Seiffert |
| 2006 | Selection of more than one gene at a time for cancer prediction from gene expression data. Oleg Okun, Nikolay G. Zagoruiko, Alexessander Alves, Olga Kutnenko, Irina Borisova |
| 2006 | Semi-Blind Approaches for Source Separation and Independent component Analysis. Massoud Babaie-Zadeh, Christian Jutten |
| 2006 | Some experimental results with a two level memory management system in the multilevel darwinist brain. Francisco Bellas, José Antonio Becerra, Richard J. Duro |
| 2006 | Source separation with priors on the power spectrum of the sources. Jorge Igual, Raul Llinares, Andrés Camacho |
| 2006 | Spatial filters for the classification of event-related potentials. Ulrich Hoffmann, Jean-Marc Vesin, Touradj Ebrahimi |
| 2006 | Stochastic Processes for Canonical Correlation Analysis. Colin Fyfe, Gayle Leen |
| 2006 | Synthesis of maximum margin and multiview learning using unlabeled data. Sándor Szedmák, John Shawe-Taylor |
| 2006 | The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks. Andreea Lazar, Gordon Pipa, Jochen Triesch |
| 2006 | The permutation test for feature selection by mutual information. Damien François, Vincent Wertz, Michel Verleysen |
| 2006 | Time series prediction using DirRec strategy. Antti Sorjamaa, Amaury Lendasse |
| 2006 | Topological Correlation. Kevin A. J. Doherty, Rod Adams, Neil Davey |
| 2006 | Unsupervised clustering of continuous trajectories of kinematic trees with SOM-SD. Jochen J. Steil, Risto Kõiva, Alessandro Sperduti |
| 2006 | Using Regression Error Characteristic Curves for Model Selection in Ensembles of Neural Networks. Aloísio Carlos de Pina, Gerson Zaverucha |
| 2006 | Using distributed genetic programming to evolve classifiers for a brain computer interface. Eva Alfaro-Cid, Anna Esparcia-Alcázar, Ken Sharman |
| 2006 | Using sampling methods to improve binding site predictions. Yi Sun, Mark Robinson, Rod Adams, Rene te Boekhorst, Alistair G. Rust, Neil Davey |
| 2006 | Variants of Unsupervised Kernel Regression: General cost functions. Stefan Klanke, Helge J. Ritter |
| 2006 | Visual Data Mining and Machine Learning. Fabrice Rossi |
| 2006 | Visual nonlinear discriminant analysis for classifier design. Tomoharu Iwata, Kazumi Saito, Naonori Ueda |
| 2006 | Visual object classification by sparse convolutional neural networks. Alexander Gepperth |
| 2006 | Visualizing gene interaction graphs with local multidimensional scaling. Jarkko Venna, Samuel Kaski |
| 2006 | Visualizing the trustworthiness of a projection. Michaël Aupetit |
| 2006 | Weighted differential topographic function: a refinement of topographic function. Lili Zhang, Erzsébet Merényi |