| 1939 | -- | 1981 | Terry Elliott, Nigel Shadbolt. Competition for Neurotrophic Factors: Mathematical Analysis |
| 1983 | -- | 1985 | Martha J. Farah. Why Does the Somatosensory Homunculus Have Hand Next to Face and Feet Next to Genitals?: An Hypothesis |
| 1987 | -- | 2017 | Richard Kempter, Wulfram Gerstner, J. Leo van Hemmen, Hermann Wagner. Extracting Oscillations: Neuronal Coincidence Detection with Noisy Periodic Spike Input |
| 2019 | -- | 2045 | Viktor K. Jirsa, Armin Fuchs, J. A. Scott Kelso. Connecting Cortical And Behavioral Dynamics: Bimanual Coordination |
| 2047 | -- | 2084 | Stefan Schaal, Christopher G. Atkeson. Constructive Incremental Learning from Only Local Information |
| 2085 | -- | 2101 | Dragan Obradovic, Gustavo Deco. Information Maximization and Independent Component Analysis: Is There a Difference? |
| 2103 | -- | 2114 | Mark Girolami. An Alternative Perspective on Adaptive Independent Component Analysis Algorithms |
| 2115 | -- | 2135 | Akio Utsugi. Density Estimation by Mixture Models with Smoothing Priors |
| 2137 | -- | 2157 | Howard Hua Yang, Shun-ichi Amari. Complexity Issues in Natural Gradient Descent Method for Training Multi-Layer Perceptrons |
| 2159 | -- | 2173 | Peter L. Bartlett, Vitaly Maiorov, Ron Meir. Almost Linear VC-Dimension Bounds for Piecewise Polynomial Networks |
| 2175 | -- | 2200 | Holger Schwenk. The Diabolo Classifier |
| 2201 | -- | 2217 | Peter Sollich, David Barber. Online Learning from Finite Training Sets and Robustness to Input Bias |
| 2219 | -- | 2230 | Huaiyu Zhu, Wolfgang Kinzel. Anti-Predictable Sequences: Harder to Predict Than Random Sequences |