1. Further results on passivity analysis of delayed neural networks with leakage delay.
- Author
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Chen, Yonggang, Fu, Zhumu, Liu, Yurong, and Alsaadi, Fuad E.
- Subjects
- *
ARTIFICIAL neural networks , *LYAPUNOV functions , *LINEAR matrix inequalities , *TIME delay systems , *TIME-varying systems , *INTEGRAL inequalities - Abstract
This paper is concerned with the passivity problem for neural networks with leakage delay and time-varying transmission delay. Using some novel Lyapunov-Krasovskii (L-K) functionals, and combining with the Wirtinger integral inequality, some less conservative delay-dependent passivity conditions are proposed in terms of linear matrix inequalities (LMIs). Different from the existing approaches, the model transformation is abandoned in this paper, and the proposed L-K functionals incorporate the interconnected terms related to both the leakage delay and the time-varying delay. Numerical examples show that the obtained conditions are less conservative. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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