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
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Adaptive synchronization of delayed Markovian switching neural networks with Lévy noise
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
نویسندگان
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