کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
406786 678111 2014 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Novel LMI-based condition on global asymptotic stability for BAM neural networks with reaction–diffusion terms and distributed delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Novel LMI-based condition on global asymptotic stability for BAM neural networks with reaction–diffusion terms and distributed delays
چکیده انگلیسی

In this paper, under the assumption that the activation functions only satisfy global Lipschitz conditions, a novel LMI-based sufficient condition for global asymptotic stability of equilibrium point of a class of BAM neural networks with reaction–diffusion terms and distributed delays is obtained by using degree theory, LMI method, inequalities technique and constructing Lyapunov functionals. In our results, the assumptions for boundedness and monotonicity in existing papers on the activation functions are removed.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 136, 20 July 2014, Pages 213–223
نویسندگان
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