Stability of stochastic neural networks with Markovian jumping parameters |
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| Authors: | Hua Mingang Deng Feiqi Peng Yunjian |
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| Institution: | Coll. of Automation Science and Engineering, South China Univ. of Technology, Guangzhou 510640, P. R. China |
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| Abstract: | The global asymptotical stability for a class of stochastic delayed neural networks (SDNNs) with new delay-dependent stability conditions are derived. All results are expressed in terms of linear matrix inequality (LMI), and a numerical example is presented to illustrate the correctness and less conservativeness of the proposed method. |
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| Keywords: | stochastic neural networks global asymptotical stability linear matrix inequality Markovian jumpingparameters |
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