Neural Computation 6:5

[Terry Sejnowski]

NEURAL COMPUTATION
September 1994 Volume 6 Number 5

Articles:

A Bayesian Analysis of Self-Organizing Maps
Stephen P. Luttrell

Network Amplification of Local Fluctuations Causes High Spike Rate
Variability, Fractal Firing Patterns and Oscillatory Local Field Potentials
Marius Usher, Martin Stemmler, Christof Koch and Zeev Olami

Note:

Statistical Analysis of an Autoassociative Memory Network
A. M. N. Fu

Letters:

Loading Deep Networks is Hard
Jiri Sima

Measuring the VC-dimension of a Learning Machine
Vladimir Vapnik, Esther Levin and Yann Le Cun

Neural Nets with Superlinear VC-Dimension
Wolfgang Maass

A Novel Design Method for Multilayer Feedforward Neural Networks
Jihong Lee

An Internal Mechanism for Detecting Parasite Attractors in a Hopfield Network
Jean-Dominique Gascuel, Bahram Moobed and Michel Weinfeld

On Langevin Updating in Multilayer Perceptrons
Thorsteinn Rognvaldsson

Probabilistic Winner-Take-All Learning Algorithm for Radial-Basis-Function
Neural Classifiers
Hossam Osman and Moustafa M. Fahmy

Realization of the "Weak Rod" by a Double Layer Parallel Network
T. Matsumoto and K. Kondo

Learning in Neural Networks with Material synapses
Daniel J. Amit and Stefano Fusi

Model Based on Extracellular Potassium for Spontaneous Synchronous Activity
in Developing Retinas
Pierre-Yves Burgi and Norberto M. Grzywacz

Bayesian Modeling and Classification of Neural Signals
Michael S. Lewicki

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