| 1507 | -- | 1544 | Javier R. Movellan, Paul Mineiro, Ruth J. Williams. A Monte Carlo EM Approach for Partially Observable Diffusion Processes: Theory and Applications to Neural Networks |
| 1545 | -- | 1560 | Miguel Á. Carreira-Perpiñán, Geoffrey J. Goodhill. Are Visual Cortex Maps Optimized for Coverage? |
| 1561 | -- | 1573 | Marc M. Van Hulle. Kernel-Based Topographic Map Formation by Local Density Modeling |
| 1575 | -- | 1597 | Relly Brandman, Mark E. Nelson. A Simple Model of Long-Term Spike Train Regularization |
| 1599 | -- | 1628 | Naoki Masuda, Kazuyuki Aihara. Spatiotemporal Spike Encoding of a Continuous External Signal |
| 1629 | -- | 1650 | Paul H. E. Tiesinga, Jean-Marc Fellous, Terrence J. Sejnowski. Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains |
| 1651 | -- | 1667 | Daniel Cremers, Andreas V. M. Herz. Traveling Waves of Excitation in Neural Field Models: Equivalence of Rate Descriptions and Integrate-and-Fire Dynamics |
| 1669 | -- | 1689 | Richard H. R. Hahnloser, Rodney J. Douglas, Klaus Hepp. Attentional Recruitment of Inter-Areal Recurrent Networks for Selective Gain Control |
| 1691 | -- | 1722 | Alan L. Yuille. CCCP Algorithms to Minimize the Bethe and Kikuchi Free Energies: Convergent Alternatives to Belief Propagation |
| 1723 | -- | 1738 | Nicol N. Schraudolph. Fast Curvature Matrix-Vector Products for Second-Order Gradient Descent |
| 1739 | -- | 1754 | Antony Browne. Representation and Extrapolation in Multilayer Perceptrons |
| 1755 | -- | 1769 | Robert M. French, Nick Chater. Using Noise to Compute Error Surfaces in Connectionist Networks: A Novel Means of Reducing Catastrophic Forgetting |