| 2004 | Forbidden Magnification? I. | Abha Jain, Erzsbet Mernyi |
| 2004 | A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. | Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas |
| 2004 | Bias Term b in SVMs Again. | Te Ming Huang, Vojislav Kecman |
| 2004 | Learning by geometrical shape changes of dendritic spines. | Andreas Herzog, Vadym Spravedlyvyy, Karsten Kube, Reinhild Schnabel, Eduard Korkotian, Katharina Braun, Bernd Michaelis |
| 2004 | MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality. | Luis Javier Herrera, Ignacio Rojas Ruiz, Hctor Pomares, Olga Valenzuela, Jess Gonzlez, Mohammed Awad |
| 2004 | Input Space Bifurcation Manifolds of RNNs. | Robert Haschke, Jochen J. Steil |
| 2004 | Neural methods for non-standard data. | Barbara Hammer, Brijnesh J. Jain |
| 2004 | Reduced dimensionality space for post placement quality inspection of components based on neural networks. | Stefanos Goumas, Michalis E. Zervakis, George A. Rovithakis |
| 2004 | On-line support vector machines and optimization strategies. | Juan Manuel Grriz, Carlos Garca Puntonet, Moiss Salmern, Julio Ortega |
| 2004 | A Modular Framework for Multi category feature selection in Digital mammography. | Ranadhir Ghosh, Moumita Ghosh, John Yearwood |
| 2004 | SVM learning with the SH inner product. | Peter Geibel, Brijnesh J. Jain, Fritz Wysotzki |
| 2004 | Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps. | Csar Ignacio Garca-Osorio, Jess Maudes, Colin Fyfe |
| 2004 | Evolutionary tuning of multiple SVM parameters. | Frauke Friedrichs, Christian Igel |
| 2004 | Data Mining Techniques on the Evaluation of Wireless Churn. | Jorge Ferreira, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco, Carlos R. Hall Barbosa |
| 2004 | Computational model of amygdala network supported by neurobiological data. | Mlanie Falgairolle, Agns Gorge, Jean Marc Salotti, Marc-Michel Corsini |
| 2004 | Non-Euclidean norms and data normalisation. | Kevin A. J. Doherty, Rod Adams, Neil Davey |
| 2004 | Functional radial basis function networks. | Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen |
| 2004 | Learning from Reward as an emergent property of Physics-like interactions between neurons in an artificial neural network. | Frdric Davesne |
| 2004 | A chaotic basis for neural coding. | Nigel T. Crook |
| 2004 | High-accuracy value-function approximation with neural networks applied to the acrobot. | Rmi Coulom |
| 2004 | Face Recognition Using Recurrent High-Order Associative Memories. | Iulian B. Ciocoiu |
| 2004 | Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models. | Wei Chu, Zoubin Ghahramani, David L. Wild |
| 2004 | Online policy adaptation for ensemble classifiers. | Christos Dimitrakakis, Samy Bengio |
| 2004 | HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. | Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frdric Vrins |
| 2004 | Sparse Bayesian kernel logistic regression. | Gavin C. Cawley, Nicola L. C. Talbot |