| 1321 | -- | 1371 | Carl van Vreeswijk, Haim Sompolinsky. Chaotic Balanced State in a Model Of Cortical Circuits |
| 1373 | -- | 1424 | Hagai Attias, Christoph E. Schreiner. Blind Source Separation and Deconvolution: the Dynamic Component Analysis Algorithm |
| 1425 | -- | 1433 | Tom Heskes. Bias/Variance Decompositions for Likelihood-Based Estimators |
| 1435 | -- | 1444 | Isao Higuchi, Shinto Eguchi. The Influence Function of Principal Component Analysis by Self-Organizing Rule |
| 1445 | -- | 1454 | Tomaso Poggio, Federico Girosi. A Sparse Representation For Function Approximation |
| 1455 | -- | 1480 | Federico Girosi. An Equivalence Between Sparse Approximation And Support Vector Machines |
| 1481 | -- | 1505 | John Sum, Lai-Wan Chan, Andrew Chi-Sing Leung, Gilbert H. Young. Extended Kalman Filter-Based Pruning Method for Recurrent Neural Networks |
| 1507 | -- | 1525 | Néstor Parga, Edmund T. Rolls. Transform Invariant Recognition by Association in a Recurrent Network |
| 1527 | -- | 1546 | Toshio Aoyagi, Katsunori Kitano. Retrieval Dynamics in Oscillator Neural Networks |
| 1547 | -- | 1566 | Ralf Opara, Florentin Wörgötter. A Fast And Robust Cluster Update Algorithm For Image Segmentation In Spin-Lattice Models Without Annealing - Visual Latencies Revisited |
| 1567 | -- | 1586 | Terence D. Sanger. Probability Density Methods for Smooth Function Approximation and Learning in Populations of Tuned Spiking Neurons |
| 1587 | -- | 1599 | Jari Häkkinen, Martin Lagerholm, Carsten Peterson, Bo Söderberg. A Potts Neuron Approach To Communication Routing |