| 2002 | A general framework for unsupervised processing of structured data. | Barbara Hammer, Alessio Micheli, Alessandro Sperduti |
| 2002 | PCNN neurocomputers - Event driven and parallel architectures. | Cyprian Grassmann, Tim Schnauer, Carsten Wolff |
| 2002 | Evaluation of gradient descent learning algorithms with adaptive and local learning rate for recognising hand-written numerals. | Matteo Giudici, Filippo Queirolo, Maurizio Valle |
| 2002 | DEKF-LSTM. | Felix A. Gers, Juan Antonio Prez-Ortiz, Douglas Eck, Jrgen Schmidhuber |
| 2002 | Maximum likelihood Hebbian rules. | Colin Fyfe, Emilio Corchado |
| 2002 | Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. | Robert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | Advantages and drawbacks of the Batch Kohonen algorithm. | Jean-Claude Fort, Patrick Letrmy, Marie Cottrell |
| 2002 | A resampling and multiple testing-based procedure for determining the size of a neural network. | Andrs Yez Escolano, Elisa Guerrero Vzquez, Pedro Galindo Riao, Joaqun Pizarro Junquera |
| 2002 | Segmental duration control by time delay neural networks with asymmetric causal and retro-causal information flows. | aglayan Erdem, Hans-Georg Zimmermann |
| 2002 | When does geodesic distance recover the true hidden parametrization of families of articulated images? | David L. Donoho, Carrie Grimes |
| 2002 | Multiresolution codes for scene categorization. | Nathalie Denquive, Philippe Tarroux |
| 2002 | Neural dimensionality reduction for document processing. | Mathieu Delichre, Daniel Memmi |
| 2002 | Learning in a chaotic neural network. | Nigel T. Crook, Tjeerd Olde Scheper |
| 2002 | Neural predictive coding for speech discriminant feature extraction: The DFE-NPC. | Mohamed Chetouani, Bruno Gas, Jean-Luc Zarader, Cyril Chavy |
| 2002 | Efficient formation of a basis in a kernel induced feature space. | Gavin C. Cawley, Nicola L. C. Talbot |
| 2002 | Supervised learning in committee machines by PCA. | Christoph Bunzmann, Michael Biehl, Robert Urbanczik |
| 2002 | Storing many-to-many mappings on a feed-forward neural network using fuzzy sets. | Roelof K. Brouwer |
| 2002 | Modeling efficient conjunction detection with spiking neural networks. | Sander M. Boht, Joost N. Kok, Johannes A. La Poutr |
| 2002 | Generalization by structural properties from sparse nested symbolic data. | Mikael Bodn |
| 2002 | Evaluating the impact of multiplicative input perturbations on radial basis function networks. | Jos Luis Bernier, Jess Gonzlez, Antonio Caas, Antonio F. Daz, F. J. Fernndez, Julio Ortega |
| 2002 | Width optimization of the Gaussian kernels in Radial Basis Function Networks. | Nabil Benoudjit, Cdric Archambeau, Amaury Lendasse, John Aldo Lee, Michel Verleysen |
| 2002 | Neuro-fuzzy methodologies for the clustering and the reliability estimation of olive fruit fly infestation. | Elena Bellei, Ruggero Petacchi, Leonardo Maria Reyneri |
| 2002 | An unified framework for 'All data at once' multi-class Support Vector Machines. | Cecilio Angulo, Xavier Parra, Andreu Catal |
| 2002 | Prediction of mental development of preterm newborns at birth time using LS-SVM. | Lieveke Ameye, Chuan Lu, Lukas Lukas, Jos De Brabanter, Johan A. K. Suykens, Sabine Van Huffel, Hans Daniels, Gunnar Naulaers, Hugo Devlieger |
| 2002 | Use of artificial neural networks process analyzers: a case study. | Hussain N. Al-Duwaish, Lahouari Ghouti, Talal O. Halawani, Mohamed A. Mohandes |