| 2003 | 1-v-1 Tri-Class SV Machine. Cecilio Angulo, Luis González Abril |
| 2003 | 11th European Symposium on Artificial Neural Networks, ESANN 2003, Bruges, Belgium, April 23-25, 2003, Proceedings |
| 2003 | A Fuzzy ARTMAP Probability Estimator with Relevance Factor. Razvan Andonie, Lucian Mircea Sasu |
| 2003 | A Neural Graph Isomorphism Algorithm based on local Invariants. Brijnesh J. Jain, Fritz Wysotzki |
| 2003 | A Spiking Machine for Human-Computer Interactions (Design methodology). Gilles Vaucher |
| 2003 | A model-based reinforcement learning: a computational model and an fMRI study. Wako Yoshida, Shin Ishii |
| 2003 | A neural model for heading detection from optic flow. Frank Seifart, Pierre Bayerl, Heiko Neumann |
| 2003 | A new Meta Machine Learning (MML) method based on combining non-significant different neural networks. Andrés Yáñez Escolano, Joaquín Pizarro Junquera, Elisa Guerrero Vázquez, Pedro Galindo Riaño |
| 2003 | A new rule extraction algorithm based on interval arithmetic. Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez |
| 2003 | A recognition of filaments in solar images with an artificial neural network. Valentina V. Zharkova, Vitaly Schetinin |
| 2003 | A view-based approach for object recognition from image sequences. A. Zehender, Pierre Bayerl, Heiko Neumann |
| 2003 | Accelerating the convergence speed of neural networks learning methods using least squares. Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | Acceptability conditions for BSS problems. Vincent Vigneron, Sebastien Lagrange, Christian Jutten |
| 2003 | Adaptive Learning in Changing Environments. Miguel Rocha, Paulo Cortez, José Neves |
| 2003 | An Analysis of Synchrony Conditions for Integrate-and-Fire Neurons. DaeEun Kim |
| 2003 | An Associative Memory for the Automorphism Group of Structures. Brijnesh J. Jain, Fritz Wysotzki |
| 2003 | An event-driven framework for the simulation of networks of spiking neurons. Olivier Rochel, Dominique Martinez |
| 2003 | An introduction to learning in web domains. Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi |
| 2003 | Analyzing surveys using the Kohonen algorithm. Marie Cottrell, Patrick Letrémy |
| 2003 | Anticipated synchronization in neuron models. Marzena Ciszak, Oscar Calvo, Cristina Masoller, Claudio R. Mirasso, Raúl Toral |
| 2003 | Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression. Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic |
| 2003 | Approximation of Function by Adaptively Growing Radial Basis Function Neural Networks. Jianyu Li, Siwei Luo, Yingjian Qi |
| 2003 | Associative morphological memories for spectral unmixing. Manuel Graña, Josune Gallego |
| 2003 | Autonomous learning algorithm for fully connected recurrent networks. Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre |
| 2003 | Cellular topographic self-organization under correlational learning. Shouji Sakamoto, Shigeko Seki, Youichi Kobuchi |
| 2003 | Characterization of the absolutely expedient learning algorithms for stochastic automata in a non-discrete space of actions. Carlos Rivero |
| 2003 | Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machine. Olga Kouropteva, Oleg Okun, Matti Pietikäinen |
| 2003 | Comparison of neural algorithms for blind source separation in sensor array applications. Guillermo Bedoya, Sergio Bermejo, Joan Cabestany |
| 2003 | Comparison of traditional and neural systems for train speed estimation. Valentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi |
| 2003 | Detecting Pathologies from Infant Cry Applying Scaled Conjugated Gradient Neural Networks. José Orozco García, Carlos A. Reyes-García |
| 2003 | Developmental pruning of synapses and category learning. Roberto Viviani, Manfred Spitzer |
| 2003 | Digital Image Processing with Neural Networks. Axel Wismüller, Udo Seiffert |
| 2003 | Efficient cross-validation of kernel fisher discriminant classifiers. Gavin C. Cawley, Nicola L. C. Talbot |
| 2003 | Ensemble Methods for Multilayer Feedforward. Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez |
| 2003 | Ensemble of hybrid networks with strong regularization. Shimon Cohen, Nathan Intrator |
| 2003 | Evolved Neurodynamics for Robot Control. Frank Pasemann, Martin Hülse, Keyan Zahedi |
| 2003 | Extracting Interface Assertions from Neural Networks in Polyhedral Format. Stephan Breutel, Frédéric Maire, Ross Hayward |
| 2003 | Extraction of fuzzy rules from trained neural network using evolutionary algorithm. Urszula Markowska-Kaczmar, Wojciech Trelak |
| 2003 | Fast approximation of the bootstrap for model selection. Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen |
| 2003 | Finding clusters using support vector classifiers. Kees Jong, Elena Marchiori, Aad van der Vaart |
| 2003 | High-dimensional labeled data analysis with Gabriel graphs. Michaël Aupetit |
| 2003 | Improving iterative repair strategies for scheduling with the SVM. Kai Gersmann, Barbara Hammer |
| 2003 | Kernel PLS variants for regression. Luc Hoegaerts, Johan A. K. Suykens, Joos Vandewalle, Bart De Moor |
| 2003 | Locally Linear Embedding versus Isotop. John Aldo Lee, Cédric Archambeau, Michel Verleysen |
| 2003 | Magnification Control in Winner Relaxing Neural Gas. Jens Christian Claussen, Thomas Villmann |
| 2003 | Mathematical Aspects of Neural Networks. Barbara Hammer, Thomas Villmann |
| 2003 | Meter value recognition using locally connected hierarchical networks. Sven Behnke |
| 2003 | Mixture of Experts and Local-Global Neural Networks. Mayte Suárez-Fariñas, Carlos Eduardo Pedreira |
| 2003 | Model-Free Functional MRI Analysis Using Topographic Independent Component Analysis. Anke Meyer-Bäse, Thomas D. Otto, Thomas Martinetz, Dorothee Auer, Axel Wismüller |
| 2003 | Modeling of growing networks with directional attachment and communities. Masahiro Kimura, Kazumi Saito, Naonori Ueda |
| 2003 | Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. Rubén Martín-Clemente, Susana Hornillo-Mellado, José I. Acha, Fernando Rojas Ruiz, Carlos García Puntonet |
| 2003 | Neural Network Algorithms for the p-Median Problem. Enrique Domínguez Merino, José Muñoz-Pérez, José M. Jerez-Aragonés |
| 2003 | Neural Network Performances in Astronomical Image Processing. Rossella Cancelliere, Mario Gai |
| 2003 | Neural Networks and M5 model trees in modeling water level-discharge relationship for an Indian river. Biswanath Bhattacharya, Dimitri P. Solomatine |
| 2003 | Neural assembly binding in linguistic representation. Frank van der Velde, Marc de Kamps |
| 2003 | Neural coding model using the morphoelectrotonic transform theory. Norifumi Watanabe, Shun Ishizaki |
| 2003 | Neural networks organizations to learn complex robotic functions. Gilles Hermann, Patrice Wira, Jean-Philippe Urban |
| 2003 | On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures. Cédric Archambeau, John Aldo Lee, Michel Verleysen |
| 2003 | On different ensembles of kernel machines. Michiko Yamana, Hiroyuki Nakahara, Massimiliano Pontil, Shun-ichi Amari |
| 2003 | On industrial acceptance of neuro-fuzzy systems. Leonardo Maria Reyneri |
| 2003 | On radial basis function network equalization in the GSM system. Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen |
| 2003 | On the equality of kernel AdaTron and sequential minimal optimization in classification and regression tasks and alike algorithms for kernel machines. Vojislav Kecman, Michael Vogt, Te Ming Huang |
| 2003 | On the weight dynamics of recurrent learning. Ulf D. Schiller, Jochen J. Steil |
| 2003 | Online Identification and Control of a PV-Supplied DC Motor Using Universal Learning Networks. Ahmed Hussein, Kotaro Hirasawa, Jinglu Hu |
| 2003 | Parallel asynchronous distributed computations of optimal control in large state space Markov Decision processes. Bruno Scherrer |
| 2003 | Post-failure analysis of an adaptive predictor-corrector neural controller on a flight simulator. Manuela Battipede, Piero A. Gili, Marco Lando, Luca Massotti, Marcello R. Napolitano, Giampiero Campa, Mario G. Perhinschi |
| 2003 | Recursive Least Squares for an Entropy Regularized MSE Cost Function. Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2003 | Reproducing kernels and regularization methods in machine learning. Massimiliano Pontil |
| 2003 | RetinotopicNET: An Efficient Simulator for Retinotopic Visual Architectures. Raul Cristian Muresan |
| 2003 | Road Singularities Detection and Classification. Ana Paula Leitão, Sorin Tilie, Morgan Mangeas, Jean-Philippe Tarel, Vincent Vigneron, Sylvie Lelandais-Bonade |
| 2003 | Robust Topology Representing Networks. Michaël Aupetit |
| 2003 | Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm. Wen-Jyi Hwang, Chien-Min Ou, Chin-Ming Yeh |
| 2003 | Searching optimal feature subset using mutual information. Di Huang, Tommy W. S. Chow |
| 2003 | Self-Organization by Optimizing Free-Energy. Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Kröse |
| 2003 | Self-organizing maps and functional networks for local dynamic modeling. Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| 2003 | Semi-automatic acquisition and labelling of image data using SOMs. Gunther Heidemann, Axel Saalbach, Helge J. Ritter |
| 2003 | Statistical downscaling with artificial neural networks. Gavin C. Cawley, Malcolm R. Haylock, Stephen R. Dorling, Clare Goodess, Phil D. Jones |
| 2003 | Subject Categorization for Web Educational Resources using MLP. Minoru Nakayama, Yasutaka Shimizu |
| 2003 | The hypersphere neuron. Vladimir Banarer, Christian Perwass, Gerald Sommer |
| 2003 | Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approach. Martin Bogdan, Michael Schröder, Wolfgang Rosenstiel |
| 2003 | Unsupervised Recursive Sequence Processing. Marc Strickert, Barbara Hammer |
| 2003 | VLSI Realization of a Two-Dimensional Hamming Distance Comparator ANN for Image Processing Applications. Stéphane Badel, Alexandre Schmid, Yusuf Leblebici |
| 2003 | Visualizing asymmetric proximities with MDS models. Alberto Muñoz, Manuel Martín-Merino |