TR available

[Eric Hartman]

The following technical report is available.
Requests may be sent to eric at mcc.com
or via physical mail to the MCC address below.

                  MCC Technical Report Number:
                       ACT-ST-272-89 

             Layered Neural Networks With Gaussian
            Hidden Units as Universal Approximators

       Eric Hartman, James D. Keeler, and Jacek M Kowalski

       Microelectronics and Computer Technology Corporation
                 3500 W. Balcones Center Dr.
                    Austin, TX 78759-6509

                          Abstract:

A neural network with a single layer of hidden units of gaussian type
(radial basis functions) is proved to be a universal approximator for
real-valued maps defined on convex, compact sets set of R^n.

(Submitted to Neural Computation)