Title :
Exponential Stability of Stochastic Hopfield Neural Networks with Delays and Markovian Switching
Author_Institution :
Dept. of Math. & Phys., Wuhan Univ. of Sci. & Eng., Wuhan, China
Abstract :
The exponential stability for stochastic Hopfield neural networks with Markovian switching and delays is considered. The sufficient conditions are derived to guarantee the almost surely exponential stability and mean square exponential stability of a trivial solution.
Keywords :
Hopfield neural nets; Markov processes; asymptotic stability; delays; mean square error methods; Markovian switching; delays; mean square exponential stability; stochastic Hopfield neural networks; Books; Conference management; Distributed computing; Engineering management; Hopfield neural networks; Meetings; Publishing; Software engineering; Stability; Stochastic processes;
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
DOI :
10.1109/ICNC.2009.231
