| Dissociable roles of ventral and dorsal striatum in instrumental conditioning | Science | 2004 | 1.7K |
| Maximum likelihood estimation of cascade point-process neural encoding models | Network: Computation in Neural Systems | 2004 | 249 |
| Maximum likelihood estimation of cascade point-process neural encoding models | Network: Computation in Neural Systems | 2004 | 181 |
| Modeling T-cell activation using gene expression profiling and state-space models | Bioinformatics | 2004 | 174 |
| Off-line replay maintains declarative memories in a model of hippocampal-neocortical interactions | Nature Neuroscience | 2004 | 123 |
| Unsupervised Learning | Lecture Notes in Computer Science | 2004 | 120 |
| Superlinear population encoding of dynamic hand trajectory in primary motor cortex | Journal of Neuroscience | 2004 | 98 |
| Bayesian support vector regression using a unified loss function | IEEE Transactions on Neural Networks | 2004 | 83 |
| Estimating entropy on m bins given fewer than m samples | IEEE Transactions on Information Theory | 2004 | 62 |
| Kernel methods and their potential use in signal processing | IEEE Signal Processing Magazine | 2004 | 60 |
| Information geometry of turbo and low-density parity-check codes | IEEE Transactions on Information Theory | 2004 | 32 |
| Simultaneous Mapping and Localization with Sparse Extended Information Filters: Theory and Initial Results | Springer Tracts in Advanced Robotics | 2004 | 10 |
| Noise delays onset of sustained firing in a minimal model of persistent activity | Neurocomputing | 2004 | 10 |
| Neuroscience. Matchmaking | Science | 2004 | 7 |
| Clustering protein sequence and structure space with infinite Gaussian mixture models | Pacific Symposium on Biocomputing Pacific Symposium on Biocomputing | 2004 | 7 |
| Hallucinations and acetylcholine: Signal or noise? | Behavioral and Brain Sciences | 2004 | 3 |
