Stability Analysis in a Class of Markov Switched Stochastic Hopfield Neural Networks
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DOI: 10.1007/s11063-018-9912-7
Abstract: Recently, a new class of stochastic systems induced by linear discrete time noises was proposed and studied. Up to now, the existing literatures mainly investigated the exponential stability of such stochastic systems under the global… read more here.
Keywords: markov switched; class; stochastic hopfield; stability ... See more keywords
Persistence and extinction of Markov switched stochastic Nicholson’s blowflies delayed differential equation
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DOI: 10.1142/s1793524520500151
Abstract: In this paper, we study the persistence and extinction of Markov switched stochastic Nicholson’s blowflies delayed differential equation. We derive sufficient conditions of persistence and extincti... read more here.
Keywords: persistence extinction; markov switched; stochastic nicholson; extinction markov ... See more keywords
Adaptive state estimation of Markov switched neural networks driven by Lévy noise
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DOI: 10.1177/0142331219869472
Abstract: This paper proposes the M -matrix method to achieve state estimation in Markov switched neural networks with Lévy noise, and the method is very distinct from the linear matrix inequality technique. Meanwhile, in light of… read more here.
Keywords: estimation markov; markov switched; state estimation; neural networks ... See more keywords