| 1247 | -- | 1283 | Joshua B. Tenenbaum, William T. Freeman. Separating Style and Content with Bilinear Models |
| 1285 | -- | 1292 | Danilo P. Mandic, Jonathon A. Chambers. Relationships Between the A Priori and A Posteriori Errors in Nonlinear Adaptive Neural Filters |
| 1293 | -- | 1301 | Wenxin Jiang. The VC Dimension for Mixtures of Binary Classifiers |
| 1303 | -- | 1312 | Malik Magdon-Ismail, Amir F. Atiya. The Early Restart Algorithm |
| 1313 | -- | 1335 | Lawrence K. Saul, Michael I. Jordan. Attractor Dynamics in Feedforward Neural Networks |
| 1337 | -- | 1353 | Tony Plate, Joel Bert, John Grace, Pierre Band. Visualizing the Function Computed by a Feedforward Neural Network |
| 1355 | -- | 1370 | Diego Sona, Alessandro Sperduti, Antonina Starita. Discriminant Pattern Recognition Using Transformation-Invariant Neurons |
| 1371 | -- | 1398 | Herbert Jaeger. Observable Operator Models for Discrete Stochastic Time Series |
| 1399 | -- | 1409 | Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu. Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons |
| 1411 | -- | 1427 | Shotaro Akaho, Hilbert J. Kappen. Nonmonotonic Generalization Bias of Gaussian Mixture Models |
| 1429 | -- | 1447 | Angel Navia-Vázquez, Aníbal R. Figueiras-Vidal. Efficient Block Training of Multilayer Perceptrons |
| 1449 | -- | 1462 | Jooyoung Park, Yonmook Park. An Optimization Approach to Design of Generalized BSB Neural Associative Memories |
| 1463 | -- | 1484 | Shun-ichi Amari, Tianping Chen, Andrzej Cichocki. Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation |