Electrical & Computer Engineering Faculty Publications
Document Type
Article
Publication Date
10-12-1997
Abstract
In this paper we show how the stability of a LAPART neural network can be deduced as a result of a general theorem on the input/output stability of nonlinear systems. This result gives conditions on how to choose certain parameters in the LAPART network in order to guarantee stability, which has implications on LAPART's generalization properties and its noise robustness.
Publisher
IEEE
Publication Title
1997 IEEE International Conference on Systems
ISSN
1062-922X
First Page
1356
Last Page
1360
DOI
10.1109/ICSMC.1997.638162
Language (ISO)
English
Sponsorship
IEEE
Keywords
Chaos, Neural networks, Neurofeedback
Recommended Citation
Abdallah, Chaouki T.; G.L. Heileman; and M.J. Healy. "On the stability of LAPART." 1997 IEEE International Conference on Systems (1997): 1356-1360. doi:10.1109/ICSMC.1997.638162.
