کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7374964 | 1480065 | 2018 | 17 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Synchronization stability of Riemann-Liouville fractional delay-coupled complex neural networks
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
This paper focuses on discussing the synchronization stability problem of the Riemann-Liouville fractional coupled complex interconnected delayed neural networks. Several globally asymptotic stability criteria for considered network systems are established in terms of Lyapunov functional approach and linear matrix inequality technique. The relationships between the stability of fractional-order isolated neural networks and the synchronization of fractional-order coupled complex neural networks are discussed in detail. The main advantage is to avoid calculating the fractional derivative of Lyapunov functional to discuss the synchronization stability conditions. A numerical example is also performed to demonstrate the validity and feasibility of the proposed results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 508, 15 October 2018, Pages 155-165
Journal: Physica A: Statistical Mechanics and its Applications - Volume 508, 15 October 2018, Pages 155-165
نویسندگان
Hai Zhang, Miaolin Ye, Renyu Ye, Jinde Cao,