NEURAL COMPUTATION 9:2
Terry Sejnowski
terry at salk.edu
Wed Mar 5 23:54:15 EST 1997
Neural Computation - Contents Volume 9, Number 2 - February 15, 1997
Review
Probabilistic Independence Networks for Hidden Markov Probability Models
Padhraic Smyth, David Heckerman, and Michael I. Jordan
Note
Using Expectation-Maximization for Reinforcement Learning
Peter Dayan and Geoffrey E. Hinton
Letter
Fast Sigmoidal Networks via Spiking Neurons
Wolfgang Maass
Computing with the Leaky Integrate-and-Fire Neuron: Logarithmic
Computation and Multiplication
Doron Tal and Eric L. Schwartz
Effect of Delay on the Boundary of the Basin of Attraction in a
Self-Excited Single Graded-Response Neuron
K. Pakdaman, C. Grotta-Ragazzo, C. P. Malta, and J.-F. Vibert
Shattering All Sets of 'K' Points in "General Position" Requires
(K-1)/2 Parameters
Eduardo D. Sontag
Statistical Inference, Occam's Razor and Statistical Mechanics on the
Space of Probability Distributions
Vijay Balasubramanian
Bias/Variance Analyses of Mixtures-of-Experts Architectures
Robert A. Jacobs
The Behavior of Forgetting Learning in Bidirectional Associative Memory
Chi Sing Leung and Lai Wan Chan
Adaptive Encoding Strongly Improves Function Approximation with CMAC
Martin Eldracher, Alexander Staller, and Rene Pompl
An Analog Memory Circuit for Spiking Silicon Neurons
John G. Elias, David P. M. Northmore, and Wayne Westerman
Average-Case Learning Curves for Radial Basis Function Networks
Sean B. Holden and Mahesan Niranjan
A Sequential Learning Scheme for Function Approximation Using
Minimal Radial Basis Function Neural Networks
Lu Yingwei, N. Sundararajan, and P. Saratchandran
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