DocumentCode
391286
Title
Two alternative stability criteria for discrete-time RMLP
Author
Barabanov, Nikita E. ; Prokhorov, Dahil V.
Author_Institution
Dept. of Software Eng., St. Petersburg Electrotechnical Univ., Russia
Volume
2
fYear
2002
fDate
10-13 Dec. 2002
Firstpage
1776
Abstract
Two criteria for analysis of global asymptotic stability of recurrent multilayered perceptrons (RMLP) are presented in the unperturbed setting. Both criteria are in the form of LMI. They differ by their strength and computational complexity.
Keywords
absolute stability; asymptotic stability; discrete time systems; linear matrix inequalities; multilayer perceptrons; recurrent neural nets; stability criteria; state-space methods; LMI; absolute stability; direct method; discrete-time recurrent multilayered perceptrons; global asymptotic stability; linear matrix inequalities; stability criteria; state space extension method; Asymptotic stability; Computational complexity; Equations; Fuzzy logic; Laboratories; Linear matrix inequalities; Multilayer perceptrons; Recurrent neural networks; Stability criteria; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7516-5
Type
conf
DOI
10.1109/CDC.2002.1184780
Filename
1184780
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