کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
407222 | 678132 | 2013 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Exponential synchronization of coupled fuzzy neural networks with disturbances and mixed time-delays
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Exponential synchronization of coupled fuzzy neural networks with disturbances and mixed time-delays Exponential synchronization of coupled fuzzy neural networks with disturbances and mixed time-delays](/preview/png/407222.png)
چکیده انگلیسی
This paper focuses on the exponential synchronization problem of coupled fuzzy neural networks with disturbances and mixed time-delays. For the network under study, the effects of both random and vague factors are considered. By stochastic analysis techniques, we establish sufficient conditions for the coupled fuzzy neural networks to be exponentially synchronized in the mean square. It is demonstrated that the network synchronizability is largely dependent on the coupling structure of such network. Moreover, the information exchange network needs not to be undirected or strongly connected. Finally, numerical simulations are given to verify the usefulness and effectiveness of our results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 106, 15 April 2013, Pages 77–85
Journal: Neurocomputing - Volume 106, 15 April 2013, Pages 77–85
نویسندگان
Guan Wang, Quan Yin, Yi Shen,