کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
407028 678124 2014 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Existence and stability of periodic solution for mixed time-varying delayed neural networks with discontinuous activations
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Existence and stability of periodic solution for mixed time-varying delayed neural networks with discontinuous activations
چکیده انگلیسی

In this paper, we investigate a class of neural networks with mixed time-varying delays and discontinuous activations, new criteria for the existence and exponential stability of the periodic solution are established by using the Mawhin-like coincidence theorem, M-matrix theory, differential inequality techniques and Lyapunov functional. The obtained results are new and complement previously known results. Finally, we present a numerical example with simulations to demonstrate the effectiveness of the theoretical results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 123, 10 January 2014, Pages 255–265
نویسندگان
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