کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6866389 678171 2014 25 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Generation of cyclic/toroidal chaos by Hopfield neural networks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Generation of cyclic/toroidal chaos by Hopfield neural networks
چکیده انگلیسی
We discuss the appearance of cyclic and toroidal chaos in Hopfield neural networks. The theoretical results may strongly relate to investigations of brain activities performed by neurobiologists. As new phenomena, extension of chaos by entrainment of several limit cycles as well as the attraction of cyclic chaos by an equilibrium are discussed. Appropriate simulations that support the theoretical results are depicted. Stabilization of tori in a chaotic attractor is realized not only for neural networks, but also for differential equations theory, and this phenomenon has never been reported before in the literature. It is demonstrated that the proposed chaos generation technique cannot be considered as generalized synchronization.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 145, 5 December 2014, Pages 230-239
نویسندگان
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