کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4947759 1439590 2017 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
SICNNs with Li-Yorke chaotic outputs on a time scale
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
SICNNs with Li-Yorke chaotic outputs on a time scale
چکیده انگلیسی
The existence of Li-Yorke chaos in the dynamics of shunting inhibitory cellular neural networks (SICNNs) on time scales is investigated. It is rigorously proved by taking advantage of external inputs that the outputs of SICNNs exhibit Li-Yorke chaos. The theoretical results are supported by simulations, and the controllability of chaos on the time scale is demonstrated by means of the Pyragas control technique. This is the first time in the literature that the existence as well as the control of chaos are provided for neural networks on time scales.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 237, 10 May 2017, Pages 158-165
نویسندگان
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