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This paper investigates the pth moment exponential stability of stochastic bidirectional associative memory (BAM) neural networks with time delays and impulses based on the stochastic differential equation theory and norm approximation theory. By estimating the solutions of stochastic differential equation, some criteria ensuring the BAM neural networks stability are obtained. Different from some...
In the paper, the synchronization problem for a kind of neutral stochastic neural networks with discrete and distributed time delay (mixed time delays) is investigated by using the linear matrix inequality and description system approach. Based on the Lyapunov stability theory, several sufficient conditions ensuring the synchronization of drive-response neural netoworks are derived. Moreover, these...
In the paper, the synchronization control problem for a class of uncertain master-slave dynamical system is investigated by using the adaptive control method. In order to overcome the disadvantage of the uncertainty in the dynamical system, a novel adaptive controller is constructed. Based on the stability of stochastic differential equation, some sufficient conditions which ensure that the master-salve...
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