Optimal Network Construction by Minimum Description Length [NECO 5:2] | Gary D. Kendall, Trevor J. Hall | Article | 1993-03-01 |

Learning Mixture Models of Spatial Coherence [NECO 5:2] | Suzanna Becker, Geoffrey E. Hinton | Article | 1993-03-01 |

Redundancy Reduction as a Strategy for Unsupervised Learning [NECO 5:2] | A. Norman Redlich | Article | 1993-03-01 |

A Polynomial Time Algorithm for Generating Neural Networks for Pattern Classific... [NECO 5:2] | Somnath Mukhopadhyay, Asim Roy, Lark Sang Kim, Sandeep Govil | Article | 1993-03-01 |

Learning to Generalize from Single Examples in the Dynamic Link Architecture [NECO 5:5] | Wolfgang Konen, Christoph von der Malsburg | Article | 1993-09-01 |

Local Algorithms for Pattern Recognition and Dependencies Estimation [NECO 5:6] | V. Vapnik, L. Bottou | Article | 1993-11-01 |

On an Unsupervised Learning Rule for Scalar Quantization following the Maximum E... [NECO 5:6] | Marc M. Van Hulle, Dominique Martinez | Article | 1993-11-01 |

A Function Estimation Approach to Sequential Learning with Neural Networks [NECO 5:6] | Visakan Kadirkamanathan, Mahesan Niranjan | Article | 1993-11-01 |

Fast Exact Multiplication by the Hessian [NECO 6:1] | Barak A. Pearlmutter | Article | 1994-01-01 |

The Role of Weight Normalization in Competitive Learning [NECO 6:2] | Geoffrey J. Goodhill, Harry G. Barrow | Article | 1994-03-01 |

Diffusion Approximations for the Constant Learning Rate Backpropagation Algorith... [NECO 6:2] | William Finnoff | Article | 1994-03-01 |

Statistical Physics, Mixtures of Distributions, and the EM Algorithm [NECO 6:2] | Alan L. Yuille, Paul Stolorz, Joachim Utans | Article | 1994-03-01 |

A Convergence Result for Learning in Recurrent Neural Networks [NECO 6:3] | Chung-Ming Kuan, Kurt Hornik, Halbert White | Article | 1994-05-01 |

Comparison of Some Neural Network and Scattered Data Approximations: The Inverse... [NECO 6:3] | Dimitry Gorinevsky, Thomas H. Connolly | Article | 1994-05-01 |

Measuring the VC-Dimension of a Learning Machine [NECO 6:5] | Vladimir Vapnik, Esther Levin, Yann Le Cun | Article | 1994-09-01 |

An Internal Mechanism for Detecting Parasite Attractors in a Hopfield Network [NECO 6:5] | Jean-Dominique Gascuel, Bahram Moobed, Michel Weinfeld | Article | 1994-09-01 |

Learning in Neural Networks with Material Synapses [NECO 6:5] | Daniel J. Amit, Stefano Fusi | Article | 1994-09-01 |

Arithmetic Perceptrons [NECO 7:1] | Sergio A. Cannas | Article | 1995-01-01 |

Regularization Theory and Neural Networks Architectures [NECO 7:2] | Federico Girosi, Michael Jones, Tomaso Poggio | Article | 1995-03-01 |

On the Ordering Conditions for Self-Organizing Maps [NECO 7:2] | Marco Budinich, John G. Taylor | Article | 1995-03-01 |

Decorrelated Hebbian Learning for Clustering and Function Approximation [NECO 7:2] | G. Deco, D. Obradovic | Article | 1995-03-01 |

An Algorithm for Building Regularized Piecewise Linear Discrimination Surfaces: ... [NECO 7:2] | Guillaume Deffuant | Article | 1995-03-01 |

Learning Population Codes by Minimizing Description Length [NECO 7:3] | Richard S. Zemel, Geoffrey E. Hinton | Article | 1995-05-01 |

Regularization in the Selection of Radial Basis Function Centers [NECO 7:3] | Mark J. L. Orr | Article | 1995-05-01 |

Stable Adaptive Control of Robot Manipulators Using “Neural” Networks [NECO 7:4] | Robert M. Sanner, Jean-Jacques E. Slotine | Article | 1995-07-01 |

Learning and Extracting Initial Mealy Automata with a Modular Neural Network Mod... [NECO 7:4] | Peter Tiňo, Jozef Šajda | Article | 1995-07-01 |

Learning the Initial State of a Second-Order Recurrent Neural Network during Reg... [NECO 7:5] | Mikel L. Forcada, Rafael C. Carrasco | Article | 1995-09-01 |

Local and Global Optimization Algorithms for Generalized Learning Automata [NECO 7:5] | V. V. Phansalkar, M. A. L. Thathachar | Article | 1995-09-01 |

Learning and Generalization in Radial Basis Function Networks [NECO 7:5] | J. A. S. Freeman, D. Saad | Article | 1995-09-01 |

Agnostic PAC Learning of Functions on Analog Neural Nets [NECO 7:5] | Wolfgang Maass | Article | 1995-09-01 |

Self-Organization as an Iterative Kernel Smoothing Process [NECO 7:6] | Filip Mulier, Vladimir Cherkassky | Article | 1995-11-01 |

On the Distribution and Convergence of Feature Space in Self-Organizing Maps [NECO 7:6] | Hujun Yin, Nigel M. Allinson | Article | 1995-11-01 |

Sorting with Self-Organizing Maps [NECO 7:6] | Marco Budinich | Article | 1995-11-01 |

Introducing Asymmetry into Interneuron Learning [NECO 7:6] | Colin Fyfe | Article | 1995-11-01 |

Learning and Generalization with Minimerror, A Temperature-Dependent Learning Al... [NECO 7:6] | Bruno Raffin, Mirta B. Gordon | Article | 1995-11-01 |

Regularized Neural Networks: Some Convergence Rate Results [NECO 7:6] | Valentina Corradi, Halbert White | Article | 1995-11-01 |

The Target Switch Algorithm: A Constructive Learning Procedure for Feed-Forward ... [NECO 7:6] | Colin Campbell, C. Perez Vicente | Article | 1995-11-01 |

On Convergence Properties of the EM Algorithm for Gaussian Mixtures [NECO 8:1] | Lei Xu, Michael I. Jordan | Article | 1996-01-01 |

Does Extra Knowledge Necessarily Improve Generalization? [NECO 8:1] | David Barber, David Saad | Article | 1996-01-01 |

Neural Network Models of Perceptual Learning of Angle Discrimination [NECO 8:2] | G. Mato, H. Sompolinsky | Article | 1996-02-01 |

A Self-Organizing Neural Network for the Traveling Salesman Problem That Is Comp... [NECO 8:2] | Marco Budinich | Article | 1996-02-01 |

Hierarchical, Unsupervised Learning with Growing via Phase Transitions [NECO 8:2] | David Miller, Kenneth Rose | Article | 1996-02-01 |

The Interchangeability of Learning Rate and Gain in Backpropagation Neural Netwo... [NECO 8:2] | Georg Thimm, Perry Moerland, Emile Fiesler | Article | 1996-02-01 |

Note on the Maxnet Dynamics [NECO 8:3] | John P. F. Sum, Peter K. S. Tam | Article | 1996-04-01 |

A Nonlinear Hebbian Network that Learns to Detect Disparity in Random-Dot Stereo... [NECO 8:3] | Christopher W. Lee, Bruno A. Olshausen | Article | 1996-04-01 |

VC Dimension of an Integrate-and-Fire Neuron Model [NECO 8:3] | Anthony M. Zador, Barak A. Pearlmutter | Article | 1996-04-01 |

The VC Dimension and Pseudodimension of Two-Layer Neural Networks with Discrete ... [NECO 8:3] | Peter L. Bartlett, Robert C. Williamson | Article | 1996-04-01 |

Controlling the Magnification Factor of Self-Organizing Feature Maps [NECO 8:4] | H.-U. Bauer, R. Der, M. Herrmann | Article | 1996-05-01 |

Activation Functions, Computational Goals, and Learning Rules for Local Processo... [NECO 9:4] | Jim Kay, W. A. Phillips | Article | 1997-05-01 |

Hybrid Learning of Mapping and its Jacobian in Multilayer Neural Networks [NECO 9:5] | Jeong-Woo Lee, Jun-Ho Oh | Article | 1997-07-01 |