Journal of Computational and Applied Mathematics
Dynamic Analysis of Stochastic Recurrent Neural Networks
Neural Processing Letters
Applied Numerical Mathematics
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In a very recent paper, Baker and Buckwar [Exponential stability in pth mean of solutions, and of convergent Euler-type solutions, of stochastic delay differential equations, J. Comput. Appl. Math. 184 (2005) 404-427] investigated the exponential stability in pth mean of solutions of stochastic delay differential equations with multiplicative noise, and of stochastic difference equations which are Euler-Maruyama discretization of stochastic delay differential equations. The Dini derivative of the expectation of V(t, X(t)) "along" X(t) is taken in their stability analysis. Unfortunately, the main results derived by them are somewhat restrictive to be applied for practical purposes. In this note we shall improve the corresponding results. An example is given to illustrate our theory.