Stability Analysis for Uncertain Neural Networks of Neutral Type with Time-Varying Delay in the Leakage Term and Distributed Delay
The stability problem is investigated for a class of uncertain networks of neutral type with leakage, time-varying discrete, and distributed delays. Both the parameter uncertainty and the generalized activation functions are considered in this paper. New stability results are achieved by constructin...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | Abstract and Applied Analysis |
| Online Access: | http://dx.doi.org/10.1155/2013/517604 |
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| Summary: | The stability problem is investigated for a class of uncertain networks of neutral type
with leakage, time-varying discrete, and distributed delays. Both the parameter uncertainty and the
generalized activation functions are considered in this paper. New stability results are achieved by constructing
an appropriate Lyapunov-Krasovskii functional and employing the free weighting matrices and
the linear matrix inequality (LMI) method. Some numerical examples are given to show the effectiveness
and less conservatism of the proposed results. |
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| ISSN: | 1085-3375 1687-0409 |