FUNCTIONALLY EQUIVALENT FEEDFORWARD NEURAL NETWORKS

Citation
V. Kurkova et Pc. Kainen, FUNCTIONALLY EQUIVALENT FEEDFORWARD NEURAL NETWORKS, Neural computation, 6(3), 1994, pp. 543-558
Citations number
12
Categorie Soggetti
Computer Sciences","Computer Science Artificial Intelligence",Neurosciences
Journal title
ISSN journal
08997667
Volume
6
Issue
3
Year of publication
1994
Pages
543 - 558
Database
ISI
SICI code
0899-7667(1994)6:3<543:FEFNN>2.0.ZU;2-H
Abstract
For a feedforward perceptron type architecture with a single hidden la yer but with a quite general activation function, we characterize the relation between pairs of weight vectors determining networks with the same input-output function.