کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
394948 665919 2008 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
pth moment stability analysis of stochastic recurrent neural networks with time-varying delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
pth moment stability analysis of stochastic recurrent neural networks with time-varying delays
چکیده انگلیسی

This paper addresses, in great detail, the issue of p  th moment exponential stability of stochastic recurrent neural networks with time-varying delays. With the help of the Dini-derivative of the expectation of V(t,X(t))V(t,X(t)) “along” the solution X(t)X(t) of the model and the technique of Halanay-type inequality, some novel sufficient conditions on pth moment exponential stability of the trivial solution has been established. Results of the development as presented in this paper are more general than those reported in some previously published papers. An example is also given to illustrate that our results are correct and effectiveness.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 178, Issue 9, 1 May 2008, Pages 2194–2203
نویسندگان
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