| 2004 | 12th European Symposium on Artificial Neural Networks, ESANN 2004, Bruges, Belgium, April 28-30, 2004, Proceedings |
| 2004 | A Modular Framework for Multi category feature selection in Digital mammography. Ranadhir Ghosh, Moumita Ghosh, John Yearwood |
| 2004 | A New Learning Rates Adaptation Strategy for the Resilient Propagation Algorithm. Aristoklis D. Anastasiadis, George D. Magoulas, Michael N. Vrahatis |
| 2004 | A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas |
| 2004 | A biologically plausible neuromorphic system for object recognition and depth analysis. Zhijun Yang, Alan F. Murray |
| 2004 | A chaotic basis for neural coding. Nigel T. Crook |
| 2004 | A preliminary experimental comparison of recursive neural networks and a tree kernel method for QSAR/QSPR regression tasks. Alessio Micheli, Filippo Portera, Alessandro Sperduti |
| 2004 | A sliding mode controller using neural networks for robot manipulator. Hajoon Lee, Dongkyung Nam, Cheol Hoon Park |
| 2004 | An informational energy LVQ approach for feature ranking. Razvan Andonie, Angel Cataron |
| 2004 | Architectures for Nanoelectronic Neural Networks: New Results. Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin Likharev |
| 2004 | BIOSEG: a bioinspired vlsi analog system for image segmentation. Jordi Madrenas, Jordi Cosp, Lucas Oscar, Eduard Alarcón, Eva Vidal, Gerard Villar |
| 2004 | Bias Term b in SVMs Again. Te Ming Huang, Vojislav Kecman |
| 2004 | Classification and Prediction in Highly Dimensional Spaces - An Application to Tribology. Leonardo Reyneri |
| 2004 | Classification of Bioacoustic Time Series by Training a Decision Fusion mapping. Friedhelm Schwenker |
| 2004 | Clustering functional data with the SOM algorithm. Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli |
| 2004 | Comparison of different classification methods on castabilty data coming from steelmaking practice. Marco Vannucci, Valentina Colla |
| 2004 | Computational model of amygdala network supported by neurobiological data. Mélanie Falgairolle, Agnès Gorge, Jean Marc Salotti, Marc-Michel Corsini |
| 2004 | Convergence properties of a fuzzy ARTMAP network. Razvan Andonie, Lucian Mircea Sasu |
| 2004 | Data Mining Techniques on the Evaluation of Wireless Churn. Jorge Ferreira, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Carlos R. Hall Barbosa |
| 2004 | Description of the Group Dynamic of Funds' Managers using Kohonen's Map. Catherine Aaron, Yamina Tadjeddine |
| 2004 | Dimensionality reduction and classification using the distribution mapping exponent. Marcel Jirina |
| 2004 | Disruption Anticipation in Tokamak Reactors: A Two-Factors Fuzzy Time Series Approach. Francesco Carlo Morabito, Mario Versaci |
| 2004 | Dynamic functional-link neural networks genetically evolved applied to system identification. Teodor Marcu, Birgit Köppen-Seliger |
| 2004 | Enhanced unsupervised segmentation of multispectral Magnetic Resonance images. Lia Morra, Silvia Delsanto, Leonardo Reyneri |
| 2004 | Evolutionary Optimization of Neural Networks for Face Detection. Stefan Wiegand, Christian Igel, Uwe Handmann |
| 2004 | Evolutionary tuning of multiple SVM parameters. Frauke Friedrichs, Christian Igel |
| 2004 | Face Recognition Using Recurrent High-Order Associative Memories. Iulian B. Ciocoiu |
| 2004 | Fast bootstrap for least-square support vector machines. Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen |
| 2004 | Fast semi-automatic segmentation algorithm for Self-Organizing Maps. David Opolon, Fabien Moutarde |
| 2004 | Flexible and Robust Bayesian Classification by Finite Mixture Models. Cédric Archambeau, Frédéric Vrins, Michel Verleysen |
| 2004 | Forbidden Magnification? I. Abha Jain, Erzsébet Merényi |
| 2004 | Forbidden magnification? II. Erzsébet Merényi, Abha Jain |
| 2004 | Functional preprocessing for multilayer perceptrons. Fabrice Rossi, Brieuc Conan-Guez |
| 2004 | Functional radial basis function networks. Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen |
| 2004 | Fuzzy LP-SVMs for Multiclass Problems. Shigeo Abe |
| 2004 | HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frédéric Vrins |
| 2004 | High-accuracy value-function approximation with neural networks applied to the acrobot. Rémi Coulom |
| 2004 | How to project 'circular' manifolds using geodesic distances? John Aldo Lee, Michel Verleysen |
| 2004 | Implementation and coupling of dynamic neurons through optoelectronics. Alexandre R. S. Romariz, Kelvin H. Wagner |
| 2004 | Input Space Bifurcation Manifolds of RNNs. Robert Haschke, Jochen J. Steil |
| 2004 | Input arrival-time-dependent decoding scheme for a spiking neural network. Hesham H. Amin, Robert H. Fujii |
| 2004 | Integrated low noise signal conditioning interface for neuroengineering applications. Emanuele Bottino, Sergio Martinoia, Maurizio Valle |
| 2004 | Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps. Alfred Ultsch, David Kämpf |
| 2004 | Lattice ICA for the separation of speech signals. Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Elmar Wolfgang Lang, Ignacio Rojas Ruiz, Carlos García Puntonet, Moisés Salmerón-Campos |
| 2004 | Learning by geometrical shape changes of dendritic spines. Andreas Herzog, Vadym Spravedlyvyy, Karsten Kube, Reinhild Schnabel, Eduard Korkotian, Katharina Braun, Bernd Michaelis |
| 2004 | Learning from Reward as an emergent property of Physics-like interactions between neurons in an artificial neural network. Frédéric Davesne |
| 2004 | Linearization identification and an application to BSS using a SOM. Fabian J. Theis, Elmar Wolfgang Lang |
| 2004 | Meaningful discretization of continuous features for association rules mining by means of a SOM. Marco Vannucci, Valentina Colla |
| 2004 | Modelling of biologically plausible excitatory networks: emergence and modulation of neural synchrony. Karsten Kube, Andreas Herzog, Vadym Spravedlyvyy, Bernd Michaelis, Thoralf Opitz, Ana D. de Lima, Thomas B. Voigt |
| 2004 | MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality. Luis Javier Herrera, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, Jesús González, Mohammed Awad |
| 2004 | Neural Hardware: beyond ones and zeros. Patrice Fleury, Adria Bofill-i-Petit, Alan F. Murray |
| 2004 | Neural dynamics for task-oriented grouping of communicating agents. Jochen J. Steil |
| 2004 | Neural methods for non-standard data. Barbara Hammer, Brijnesh J. Jain |
| 2004 | Neural network-based calibration of positron emission tomograph detector modules. Beatrice Lazzerini, Francesco Marcelloni, Giovanni Marola, Simone Galigani |
| 2004 | Neural networks for data mining: constrains and open problems. Razvan Andonie, Boris Kovalerchuk |
| 2004 | Neuro-predictive control based self-tuning of PID controllers. Corneliu Lazar, Sorin Carari, Draguna L. Vrabie, Marius Kloetzer |
| 2004 | Non-Euclidean norms and data normalisation. Kevin A. J. Doherty, Rod Adams, Neil Davey |
| 2004 | Non-linear Analysis of Shocks when Financial Markets are Subject to Changes in Regime. Bertrand Maillet, Madalina Olteanu, Joseph Rynkiewicz |
| 2004 | Novel approximations for inference and learning in nonlinear dynamical systems. Alexander Ypma, Tom Heskes |
| 2004 | On fields of nonlinear regression models. Bruno Pelletier, Robert Frouin |
| 2004 | On-line support vector machines and optimization strategies. Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Julio Ortega |
| 2004 | Online policy adaptation for ensemble classifiers. Christos Dimitrakakis, Samy Bengio |
| 2004 | Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models. Wei Chu, Zoubin Ghahramani, David L. Wild |
| 2004 | Recursive networks for processing graphs with labelled edges. Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli |
| 2004 | Reduced dimensionality space for post placement quality inspection of components based on neural networks. Stefanos Goumas, Michalis E. Zervakis, George A. Rovithakis |
| 2004 | Reducing connectivity by using cortical modular bands. Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre |
| 2004 | Regularizing generalization error estimators: a novel approach to robust model selection. Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller |
| 2004 | Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. Manuel Martín-Merino, Alberto Muñoz |
| 2004 | Robust Bayesian Mixture Modelling. Christopher M. Bishop, Markus Svensén |
| 2004 | Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki |
| 2004 | SOM algorithms and their stability consideration. Youichi Kobuchi, Masataka Tanoue |
| 2004 | SVM learning with the SH inner product. Peter Geibel, Brijnesh J. Jain, Fritz Wysotzki |
| 2004 | Self-organizing context learning. Marc Strickert, Barbara Hammer |
| 2004 | Separability of analytic postnonlinear blind source separation with bounded sources. Fabian J. Theis, Peter Gruber |
| 2004 | Shear strength prediction using dimensional analysis and functional networks. Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño |
| 2004 | Soft-computing techniques for time series forecasting. Ignacio Rojas Ruiz, Héctor Pomares |
| 2004 | Sparse Bayesian kernel logistic regression. Gavin C. Cawley, Nicola L. C. Talbot |
| 2004 | Sparse LS-SVMs using additive regularization with a penalized validation criterion. Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor |
| 2004 | Spatial-Temporal artificial neurons applied to online cursive handwritten recognition. Abdul Rauf Baig |
| 2004 | Speaker verification by means of ANNs. Urs Niesen, Beat Pfister |
| 2004 | The maximum weighted clique problem and Hopfield networks. Brijnesh J. Jain, Fritz Wysotzki |
| 2004 | Theory and applications of neural maps. Thomas Villmann, Udo Seiffert, Axel Wismüller |
| 2004 | Three dimensional frames of reference transformations using gain modulated populations of neurons. Eric L. Sauser, Aude Billard |
| 2004 | Time Series Analysis for Quality Improvement: a Soft Computing Approach. Kai Xu, Szu Hui Ng, S. L. Ho |
| 2004 | Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions? Frédéric Vrins, Cédric Archambeau, Michel Verleysen |
| 2004 | Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps. César Ignacio García-Osorio, Jesús Maudes, Colin Fyfe |
| 2004 | Using classification to determine the number of finger strokes on a multi-touch tactile device. Caspar von Wrede, Pavel Laskov |
| 2004 | Visual person tracking with a Supervised Conditioning-SOM. J. David Buldain Pérez, José Elías Herrero Jaraba |
| 2004 | Visualization and classification with categorical topological map. Mustapha Lebbah, Fouad Badran, Sylvie Thiria |
| 2004 | Visualizing distortions in continuous projection techniques. Michaël Aupetit |