| 1967 | -- | 2006 | Ruslan Salakhutdinov, Geoffrey E. Hinton. An Efficient Learning Procedure for Deep Boltzmann Machines |
| 2007 | -- | 2032 | Ryan C. Kelly, Robert E. Kass. A Framework for Evaluating Pairwise and Multiway Synchrony Among Stimulus-Driven Neurons |
| 2033 | -- | 2052 | Ueli Rutishauser, Jean-Jacques E. Slotine, Rodney J. Douglas. Competition Through Selective Inhibitory Synchrony |
| 2053 | -- | 2077 | Philip Sterne. Information Recall Using Relative Spike Timing in a Spiking Neural Network |
| 2078 | -- | 2118 | Eli Shlizerman, Philip Holmes. Neural Dynamics, Bifurcations, and Firing Rates in a Quadratic Integrate-and-Fire Model with a Recovery Variable. I: Deterministic Behavior |
| 2119 | -- | 2150 | Haruo Hosoya. Multinomial Bayesian Learning for Modeling Classical and Nonclassical Receptive Field Properties |
| 2151 | -- | 2184 | Misha Denil, Loris Bazzani, Hugo Larochelle, Nando de Freitas. Learning Where to Attend with Deep Architectures for Image Tracking |
| 2185 | -- | 2222 | YoonSik Shim, Phil Husbands. Chaotic Exploration and Learning of Locomotion Behaviors |
| 2223 | -- | 2250 | Il Memming Park, Sohan Seth, Murali Rao, José C. PrÃncipe. Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences |