| 1439 | -- | 1475 | Emilio Salinas. Background Synaptic Activity as a Switch Between Dynamical States in a Network |
| 1477 | -- | 1480 | Trevor Hastie, Robert Tibshirani, Jerome Friedman. Note on Comparison of Model Selection for Regression by Vladimir Cherkassky and Yunqian Ma |
| 1481 | -- | 1510 | Gal Chechik. Spike-Timing-Dependent Plasticity and Relevant Mutual Information Maximization |
| 1511 | -- | 1523 | Eugene M. Izhikevich, Niraj S. Desai. Relating STDP to BCM |
| 1525 | -- | 1557 | James A. Bednar, Risto Miikkulainen. Learning Innate Face Preferences |
| 1559 | -- | 1588 | Heiko Wersing, Edgar Körner. Learning Optimized Features for Hierarchical Models of Invariant Object Recognition |
| 1589 | -- | 1604 | Sambu Seo, Klaus Obermayer. Soft Learning Vector Quantization |
| 1605 | -- | 1619 | Rong Long Wang, Zheng Tang, Qi Ping Cao. An Efficient Approximation Algorithm for Finding a Maximum Clique Using Hopfield Network Learning |
| 1621 | -- | 1640 | Armando Bazzani, Daniel Remondini, Nathan Intrator, Gastone C. Castellani. The Effect of Noise on a Class of Energy-Based Learning Rules |
| 1641 | -- | 1666 | Taehwan Kim, Tülay Adali. Approximation by Fully Complex Multilayer Perceptrons |
| 1667 | -- | 1689 | S. Sathiya Keerthi, Chih-Jen Lin. Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel |
| 1691 | -- | 1714 | Vladimir Cherkassky, Yunqian Ma. Comparison of Model Selection for Regression |