3 search results - page 1 / 1 » On Approximate Learning by Multi-layered Feedforward Circuit... |
COLT
1993
Springer
13 years 9 months ago
1993
Springer
We consider the problem of learning in multilayer feed-forward networks of linear threshold units. We show that the Vapnik-Chervonenkis dimension of the class of functions that ca...
ALT
2000
Springer
14 years 1 months ago
2000
Springer
Abstract. We consider the problem of efficient approximate learning by multilayered feedforward circuits subject to two objective functions. First, we consider the objective to ma...
STOC
1993
ACM
13 years 9 months ago
1993
ACM
Abstract. It is shown that high-order feedforward neural nets of constant depth with piecewisepolynomial activation functions and arbitrary real weights can be simulated for Boolea...