| 1 | -- | 8 | Howard C. Card. Input Multiplexing in Artificial Neurons Employing Stochastic Arithmetic |
| 9 | -- | 20 | Jean-Luc Buessler, Jean-Philippe Urban, Julien Gresser. Additive Composition of Supervised Self Organizing Maps |
| 21 | -- | 29 | Krista Lagus. Text Retrieval Using Self Organized Document Maps |
| 31 | -- | 43 | Ata Kabán, Mark Girolami. Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus |
| 45 | -- | 58 | Tony Van Gestel, Johan A. K. Suykens, Gert R. G. Lanckriet, Annemie Lambrechts, Bart De Moor, Joos Vandewalle. Multiclass LS SVMs Moderated Outputs and Coding Decoding Schemes |
| 59 | -- | 67 | Si Wu, Shun-ichi Amari. Conformal Transformation of Kernel Functions A Data Dependent Way to Improve Support Vector Machine Classifiers |
| 69 | -- | 76 | Paolo Bartolomeo, Luigi Pagliarini, Domenico Parisi. Emergence of Orienting Behavior in Ecological Neural Networks |
| 77 | -- | 87 | Nikos A. Vlassis, Aristidis Likas. A Greedy EM Algorithm for Gaussian Mixture Learning |
| 97 | -- | 104 | Péter András. The Equivalence of Support Vector Machine and Regularization Neural Networks |