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- Title
Robust passivity analysis of a class of discrete-time stochastic neural networks.
- Authors
Shi, Guodong; Ma, Qian; Qu, Yi
- Abstract
This paper addresses the passivity problem of a class of discrete-time stochastic neural networks with time-varying delays and norm-bounded parameter uncertainties. New delay-dependent passivity conditions are obtained by using a novel Lyapunov functional together with the linear matrix inequality approach. Numerical examples show the effectiveness of the proposed method.
- Subjects
PASSIVITY (Engineering); ARTIFICIAL neural networks; STOCHASTIC systems; DISCRETE-time systems; TIME-varying systems; PARAMETER estimation; LINEAR matrix inequalities
- Publication
Neural Computing & Applications, 2013, Vol 22, Issue 7/8, p1509
- ISSN
0941-0643
- Publication type
Article
- DOI
10.1007/s00521-012-0838-0