| Generalized Discriminant Analysis Using a Kernel Approach | 2000/10/01 | English | 777 |
| Improvements to Platt's SMO Algorithm for SVM Classifier Design | 2001/03/01 | English | 744 |
| Mixtures of Probabilistic Principal Component Analyzers | 1999/02/01 | English | 724 |
| Projected Gradient Methods for Nonnegative Matrix Factorization | 2007/10/01 | English | 718 |
| The Lack of A Priori Distinctions Between Learning Algorithms | 1996/10/01 | English | 706 |
| What Size Net Gives Valid Generalization? | 1989/03/01 | English | 642 |
| Type I Membranes, Phase Resetting Curves, and Synchrony | 1996/07/01 | English | 633 |
| Estimation of Entropy and Mutual Information | 2003/06/01 | English | 632 |
| Fast Global Oscillations in Networks of Integrate-and-Fire Neurons with Low Firing Rates | 1999/10/01 | English | 606 |
| What Is the Goal of Sensory Coding? | 1994/07/01 | English | 600 |
| A Resource-Allocating Network for Function Interpolation | 1991/06/01 | English | 573 |
| Slow Feature Analysis: Unsupervised Learning of Invariances | 2002/04/01 | English | 561 |
| Regularization Theory and Neural Networks Architectures | 1995/03/01 | English | 558 |
| First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method | 1992/03/01 | English | 555 |
| Making Working Memory Work: A Computational Model of Learning in the Prefrontal Cortex and Basal Ganglia | 2006/02/01 | English | 549 |
| Feature Linking via Synchronization among Distributed Assemblies: Simulations of Results from Cat Visual Cortex | 1990/09/01 | English | 544 |
| The Concave-Convex Procedure | 2003/04/01 | English | 534 |
| The Helmholtz Machine | 1995/09/01 | English | 530 |
| The Effect of Correlated Variability on the Accuracy of a Population Code | 1999/01/01 | English | 527 |
| GTM: The Generative Topographic Mapping | 1998/01/01 | English | 519 |
| A Proposed Function for Hippocampal Theta Rhythm: Separate Phases of Encoding and Retrieval Enhance Reversal of Prior Learning | 2002/04/01 | English | 518 |
| Polychronization: Computation with Spikes | 2006/02/01 | English | 515 |
| Shape Quantization and Recognition with Randomized Trees | 1997/10/01 | English | 504 |
| Neural Networks with Dynamic Synapses | 1998/05/01 | English | 494 |
| Training with Noise is Equivalent to Tikhonov Regularization | 1995/01/01 | English | 493 |
| Unsupervised Learning | 1989/09/01 | English | 469 |
| High-Order Contrasts for Independent Component Analysis | 1999/01/01 | English | 462 |
| Learning Overcomplete Representations | 2000/02/01 | English | 461 |
| Learning in Artificial Neural Networks: A Statistical Perspective | 1989/12/01 | English | 455 |
| Chaotic Balanced State in a Model of Cortical Circuits | 1998/08/01 | English | 455 |