| Adaptive Mixtures of Probabilistic Transducers [NECO 9:8] | Yoram Singer | Article | 1997-11-01 |
| Approximation of Boolean Functions by Sigmoidal Networks: Part I: XOR and Other ... [NECO 1:4] | E. K. Blum | Article | 1989-12-01 |
| Asymmetric Parallel Boltzmann Machines are Belief Networks [NECO 4:6] | Radford M. Neal | Article | 1992-11-01 |
| Backpropagation Applied to Handwritten Zip Code Recognition [NECO 1:4] | Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, L. D. Jackel | Article | 1989-12-01 |
| A Bayesian Analysis of Self-Organizing Maps [NECO 6:5] | Stephen P. Luttrell | Article | 1994-09-01 |
| Bayesian Inference Explains Perception of Unity and Ventriloquism Aftereffect: I... [NECO 19:12] | Yoshiyuki Sato, Taro Toyoizumi, Kazuyuki Aihara | Article | 2007-12-01 |
| Bayesian Interpolation [NECO 4:3] | David J. C. MacKay | Article | 1992-05-01 |
| Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics [NECO 20:3] | Daniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen | Article | 2008-03-01 |
| Bayesian Modeling and Classification of Neural Signals [NECO 6:5] | Michael S. Lewicki | Article | 1994-09-01 |
| Bayesian Regularization and Pruning Using a Laplace Prior [NECO 7:1] | Peter M. Williams | Article | 1995-01-01 |
| Bayesian Self-Organization Driven by Prior Probability Distributions [NECO 7:3] | Alan L. Yuille, Stelios M. Smirnakis, Lei Xu | Article | 1995-05-01 |
| The Brain as a Statistical Inference Engine—and You Can Too* [COLI 37:4] | Eugene Charniak | Article | 2011-12-01 |
| Computational Modeling of Human Language Acquisition [COLI 37:3] | Sharon Goldwater | Article | 2011-09-01 |
| Constraint Handling Using Tournament Selection: Abductive Inference in Partly De... [EVCO 17:1] | Severino F. Galán, Ole J. Mengshoel | Article | 2009-03-01 |
| Correlation and Independence in the Neural Code [NECO 18:6] | Shun-ichi Amari, Hiroyuki Nakahara | Article | 2006-06-01 |
| Deep, Narrow Sigmoid Belief Networks Are Universal Approximators [NECO 20:11] | Ilya Sutskever, Geoffrey E. Hinton | Article | 2008-11-01 |
| Discovering Predictable Classifications [NECO 5:4] | Jürgen Schmidhuber, Daniel Prelinger | Article | 1993-07-01 |
| Editorial Introduction [EVCO 4:1] | | Article | 1996-03-01 |
| The Evidence Framework Applied to Classification Networks [NECO 4:5] | David J. C. MacKay | Article | 1992-09-01 |
| An Evolutionary Computing Approach to Probabilistic Reasoning on Bayesian Networ... [EVCO 4:1] | Carlos Rojas-Guzmán, Mark A. Kramer | Article | 1996-03-01 |
| Evolving Compare-Exchange Networks Using Grammars [ARTL 2:2] | Thomas E. Kammeyer, Richard K. Belew, S. Gill Williamson | Article | 1995-01-01 |
| Exact Calculation of the Hessian Matrix for the Multilayer Perceptron [NECO 4:4] | Chris Bishop | Article | 1992-07-01 |
| Exact Inferences in a Neural Implementation of a Hidden Markov Model [NECO 19:5] | Jeffrey M. Beck, Alexandre Pouget | Article | 2007-05-01 |
| Factoring Networks by a Statistical Method [NECO 4:6] | Nelson Morgan, Hervé Bourlard | Article | 1992-11-01 |
| A Fast Learning Algorithm for Deep Belief Nets [NECO 18:7] | Geoffrey E. Hinton, Simon Osindero, Yee-Whye Teh | Article | 2006-07-01 |
| FDA -A Scalable Evolutionary Algorithm for the Optimization of Additively Decomp... [EVCO 7:4] | Heinz Mühlenbein, Thilo Mahnig | Article | 1999-12-01 |
| Figure-Ground Separation by Cue Integration [NECO 20:6] | Xiangyu Tang, Christoph von der Malsburg | Article | 2008-06-01 |
| Finding Minimum Entropy Codes [NECO 1:3] | H.B. Barlow, T.P. Kaushal, G.J. Mitchison | Article | 1989-09-01 |
| Four Types of Learning Curves [NECO 4:4] | Shun-ichi Amari, Naotake Fujita, Shigeru Shinomoto | Article | 1992-07-01 |
| A Generic Multi-dimensional Feature Extraction Method Using Multiobjective Genet... [EVCO 17:1] | Yang Zhang, Peter I. Rockett | Article | 2009-03-01 |
| How to Solve the N Bit Encoder Problem with Just Two Hidden Units [NECO 2:4] | Leonid Kruglyak | Article | 1990-12-01 |
| Identifying Patterns from One-Rule-Firing Cellular Automata [ARTL 17:1] | Jae Kyun Shin | Article | 2011-01-01 |
| Information-Based Objective Functions for Active Data Selection [NECO 4:4] | David J. C. MacKay | Article | 1992-07-01 |
| Learning in the Recurrent Random Neural Network [NECO 5:1] | Erol Gelenbe | Article | 1993-01-01 |
| Learning Mixture Models of Spatial Coherence [NECO 5:2] | Suzanna Becker, Geoffrey E. Hinton | Article | 1993-03-01 |
| Methods For Combining Experts' Probability Assessments [NECO 7:5] | Robert A. Jacobs | Article | 1995-09-01 |
| A Multiple-Map Model for Pattern Classification [NECO 1:1] | Alan Rojer, Eric Schwartz | Article | 1989-03-01 |
| Neural Network Classifiers Estimate Bayesian a posteriori Probabilities [NECO 3:4] | Michael D. Richard, Richard P. Lippmann | Article | 1991-12-01 |
| A Neural Network for Nonlinear Bayesian Estimation in Drug Therapy [NECO 2:2] | Reza Shadmehr, David Z. D'Argenio | Article | 1990-06-01 |
| Neural Network Models for Conditional Distribution Under Bayesian Analysis [NECO 20:2] | Tatiana Miazhynskaia, Sylvia Frühwirth-Schnatter, Georg Dorffner | Article | 2008-02-01 |
| Normalization Enables Robust Validation of Disparity Estimates from Neural Popul... [NECO 20:10] | Eric K. C. Tsang, Bertram E. Shi | Article | 2008-10-01 |
| On Bias Plus Variance [NECO 9:6] | David H. Wolpert | Article | 1997-08-01 |
| On the Consistency of Bayesian Function Approximation Using Step Functions [NECO 19:11] | Heng Lian | Article | 2007-11-01 |
| On the Consistency of Bayesian Variable Selection for High Dimensional Binary Re... [NECO 18:11] | Wenxin Jiang | Article | 2006-11-01 |
| On the Practical Applicability of VC Dimension Bounds [NECO 7:6] | Sean B. Holden, Mahesan Niranjan | Article | 1995-11-01 |
| Optimal Approximation of Signal Priors [NECO 20:12] | Aapo Hyvärinen | Article | 2008-12-01 |
| Optimal Network Construction by Minimum Description Length [NECO 5:2] | Gary D. Kendall, Trevor J. Hall | Article | 1993-03-01 |
| Parametric Embedding for Class Visualization [NECO 19:9] | Tomoharu Iwata, Kazumi Saito, Naonori Ueda, Sean Stromsten, Thomas L. Griffiths, Joshua B. Tenenbaum | Article | 2007-09-01 |
| Penalized Probabilistic Clustering [NECO 19:6] | Zhengdong Lu, Todd K. Leen | Article | 2007-06-01 |
| A Possible Neural Mechanism for Computing Shape From Shading [NECO 1:2] | Alex Pentland | Article | 1989-06-01 |
