| 2004 | Implementation and coupling of dynamic neurons through optoelectronics. | Alexandre R. S. Romariz, Kelvin H. Wagner |
| 2004 | Classification and Prediction in Highly Dimensional Spaces - An Application to Tribology. | Leonardo Reyneri |
| 2004 | Visual person tracking with a Supervised Conditioning-SOM. | J. David Buldain Prez, Jos Elas Herrero Jaraba |
| 2004 | On fields of nonlinear regression models. | Bruno Pelletier, Robert Frouin |
| 2004 | Sparse LS-SVMs using additive regularization with a penalized validation criterion. | Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor |
| 2004 | Neural Hardware: beyond ones and zeros. | Patrice Fleury, Adria Bofill-i-Petit, Alan F. Murray |
| 2004 | Fast semi-automatic segmentation algorithm for Self-Organizing Maps. | David Opolon, Fabien Moutarde |
| 2004 | Speaker verification by means of ANNs. | Urs Niesen, Beat Pfister |
| 2004 | Enhanced unsupervised segmentation of multispectral Magnetic Resonance images. | Lia Morra, Silvia Delsanto, Leonardo Reyneri |
| 2004 | Disruption Anticipation in Tokamak Reactors: A Two-Factors Fuzzy Time Series Approach. | Francesco Carlo Morabito, Mario Versaci |
| 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 | Forbidden magnification? II. | Erzsbet Mernyi, Abha Jain |
| 2004 | Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | Dynamic functional-link neural networks genetically evolved applied to system identification. | Teodor Marcu, Birgit Kppen-Seliger |
| 2004 | BIOSEG: a bioinspired vlsi analog system for image segmentation. | Jordi Madrenas, Jordi Cosp, Lucas Oscar, Eduard Alarcn, Eva Vidal, Gerard Villar |
| 2004 | Fast bootstrap for least-square support vector machines. | Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen |
| 2004 | How to project 'circular' manifolds using geodesic distances? | John Aldo Lee, Michel Verleysen |
| 2004 | A sliding mode controller using neural networks for robot manipulator. | Hajoon Lee, Dongkyung Nam, Cheol Hoon Park |
| 2004 | Visualization and classification with categorical topological map. | Mustapha Lebbah, Fouad Badran, Sylvie Thiria |
| 2004 | Neural network-based calibration of positron emission tomograph detector modules. | Beatrice Lazzerini, Francesco Marcelloni, Giovanni Marola, Simone Galigani |
| 2004 | Neuro-predictive control based self-tuning of PID controllers. | Corneliu Lazar, Sorin Carari, Draguna L. Vrabie, Marius Kloetzer |
| 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 | SOM algorithms and their stability consideration. | Youichi Kobuchi, Masataka Tanoue |
| 2004 | Dimensionality reduction and classification using the distribution mapping exponent. | Marcel Jirina |
| 2004 | The maximum weighted clique problem and Hopfield networks. | Brijnesh J. Jain, Fritz Wysotzki |