کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
409488 679073 2013 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Dynamical analysis on the multistability of high-order neural networks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Dynamical analysis on the multistability of high-order neural networks
چکیده انگلیسی

In this paper, we are concerned with a class of high-order neural networks (HONNs). Rigorous analysis shows that the state components exhibit different dynamical behaviors with respect to external inputs lying in different ranges. And by dividing the index set {1,2,…,n}{1,2,…,n} into four subsets Nj,j=1,2,3,4, according to different external input ranges, we can conclude that the HONNs have exact 3#N23#N2 equilibrium points, 2#N22#N2 of them are locally stable and others are unstable, here #N2#N2 represents the number of elements in the subset N2N2. The results obtained improve and extend some related works. A numerical example is presented to illustrate the effectiveness of our criteria.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 110, 13 June 2013, Pages 137–144
نویسندگان
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