ONE HIDDEN LAYER IS ENOUGH -- re "what is a net?" discussion

Terry Sejnowski terry%sdbio2 at ucsd.edu
Sat Mar 18 21:11:09 EST 1989


Hal White in the Economics Department at UCSD has also proved
that one hidden layer can uniformly approximate smooth mappings.
He has gone on to prove the even more interesting theorem that
it is possible to learn the mapping.  Write to him for a preprint:

Hal White
Department of Economics
UCSD
San Diego, CA 92093

Two related papers that are in press in Neural Computation:

What size net gives valid generalization? by Eric Baum
and David Haussler

A proposal for more powerful learning algorithms.
Eric Baum.

For preprints write to:

Eric Baum
Department of Physics
Princeton University
Princeton, NJ 08540

Terry Sejnowski

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