کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5470981 1519386 2017 27 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Finite-time synchronization of master-slave neural networks with time-delays and discontinuous activations
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
Finite-time synchronization of master-slave neural networks with time-delays and discontinuous activations
چکیده انگلیسی
This paper deals with the finite-time synchronization issue of time-varying delayed neural networks (DNNs) with discontinuous activations. Based on master-slave concept, several sufficient conditions are given to guarantee the finite-time synchronization of discontinuous DNNs. In order to control the synchronization error to converge zero in a finite time, we design three classes of novel switching state-feedback controllers which involve time-delays and discontinuous factors. The analysis in this paper employs the extended differential inclusion theory, the famous finite-time stability theorem, inequality techniques and generalized Lyapunov approach. Moreover, the upper bounds of the settling time of synchronization are estimated. Finally, the validity of proposed design method and theoretical results are illustrated by numerical examples.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematical Modelling - Volume 47, July 2017, Pages 208-226
نویسندگان
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