کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
406255 | 678075 | 2015 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Adaptive synchronization of delayed Markovian switching neural networks with Lévy noise
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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: Adaptive synchronization of delayed Markovian switching neural networks with Lévy noise Adaptive synchronization of delayed Markovian switching neural networks with Lévy noise](/preview/png/406255.png)
چکیده انگلیسی
The problem of adaptive synchronization is considered for stochastic delayed neural networks with Markovian switching and Lévy noise. The aim of the problem is to derive a sufficient condition and an adaptive control strategy such that the synchronization can be achieved for the master system and the slave system. By generalized Itô׳s formula and Lyapunov functional method, a sufficient condition in terms of LMI is established to ensure the synchronization of the two systems, and the adaptive update law is determined as well. A numerical simulation is provided to verify the usefulness of the proposed criterion.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 156, 25 May 2015, Pages 231–238
Journal: Neurocomputing - Volume 156, 25 May 2015, Pages 231–238
نویسندگان
Jun Yang, Wuneng Zhou, Peng Shi, Xueqing Yang, Xianghui Zhou, Hongye Su,