کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4975121 | 1365563 | 2015 | 20 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
New stability analysis for neutral type neural networks with discrete and distributed delays using a multiple integral approach
ترجمه فارسی عنوان
تجزیه و تحلیل ثبات جدید برای شبکه های عصبی نوع خنثی با تاخیر گسسته و توزیع شده با استفاده از یک روش انتگرال چندگانه
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
پردازش سیگنال
چکیده انگلیسی
This study is concerned with the problem of stability analysis for neutral type neural networks with discrete and distributed delays. By making full use of a novel integral inequality proved to be less conservative than the celebrated Jensen׳s inequality, new stability results are established. Besides, a multiple integral inequality is also proposed firstly in neutral type neural networks with mixed delays. Based on the integral inequality, improved stability criteria in terms of linear matrix inequalities (LMIs) are derived by constructing an appropriate Lyapunov-Krasovskii functional including the multiple integral terms showed to have a great potential efficient in practice. Furthermore, less conservative stability results are obtained by dividing the distributed delay into multiple nonuniformly subinterval. Finally, numerical examples are presented to illustrate the effectiveness and advantages of the theoretical results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of the Franklin Institute - Volume 352, Issue 1, January 2015, Pages 155-176
Journal: Journal of the Franklin Institute - Volume 352, Issue 1, January 2015, Pages 155-176
نویسندگان
Kaibo Shi, Hong Zhu, Shouming Zhong, Yong Zeng, Yuping Zhang,