کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5775702 1631744 2017 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Synchronization of delayed neural networks with hybrid coupling via partial mixed pinning impulsive control
ترجمه فارسی عنوان
هماهنگ سازی شبکه های عصبی تاخیری با اتصال های هیبریدی از طریق کنترل مختلط پیوندی مختلط
کلمات کلیدی
هماهنگ سازی، شبکه عصبی با تأخیر اتصال تاخیری هیبریدی، کنترل ضربه تکان دهنده، کنترل تکانشی مختلط،
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
چکیده انگلیسی
This paper investigates the synchronization problem of a class of general hybrid coupling delayed neural networks with internal delay as well as coupling delay. A general hybrid coupling term involving current-state coupling, discrete-delay coupling and distributed-delay coupling is considered. The partial mixed pinning impulsive control is proposed for achieving synchronization, which is combined with the advantage of pinning impulsive control and two impulsive effects simultaneously (i.e. synchronization and desynchronization). In order to handle the difficulties of multi-time delays, some generalized differential inequalities about time-varying delays are established. By using Lyapunov functional method and applying a mixed pinning impulsive control scheme, some sufficient conditions are derived to guarantee global synchronization of the neural networks. Moreover, our results can cover and extend the previous related works. Finally, numerical examples are also given to illustrate the efficiency of our methods and the theoretical results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 312, 1 November 2017, Pages 78-90
نویسندگان
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