Electronic Resource
Springer
Neural processing letters
6 (1997), S. 99-108
ISSN:
1573-773X
Keywords:
identification
;
Lipschitz constant
;
neural networks
Source:
Springer Online Journal Archives 1860-2000
Topics:
Computer Science
Notes:
Abstract This paper describes a method to estimate the Lipschitz gain of an operator through identification with neural networks. It is shown that through simple manipulation of the network coefficients, the Lipschitz constant could be estimated. Illustrations and applications are also given to show the effectiveness and usefulness of this estimation scheme.
Type of Medium:
Electronic Resource
URL:
http://dx.doi.org/10.1023/A:1009667824060
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