more RBF refs
Eric Hartman
eric at mcc.com
Sun Sep 8 20:58:54 EDT 1991
Here are a couple more RBF refs:
Hartman, Keeler & Kowalski
Layered Neural Networks With Gaussian Hidden Units
as Universal Approximators
Neural Computation, 2 (2), 210-215 (1990)
Hartman & Keeler
Semi-local Units for Prediction
IJCNN-91-Seattle, II-561-566
The latter describes some limitations of RBFs and a new
activation function that is less localized than an RBF
but more localized than a sigmoid. The function is based
on gaussians; backpropagation networks using these basis
functions learn the Mackey-Glass time series nearly as fast
as the standard RBF network training algorithm. The full
paper will appear in Neural Computation.
Eric Hartman and Jim Keeler
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