مقاله اثرات تکانشی و تجزیه و تحلیل پایداری در شبکه های عصبی خاطره ای

عنوان مقاله فارسی: اثرات تکانشی و تجزیه و تحلیل پایداری در شبکه های عصبی خاطره ای با تاخیرهای متغیر

عنوان مقاله لاتین: Impulsive Effects and Stability Analysis on Memristive Neural Networks With Variable Delays

نویسندگان: Shukai Duan; Huamin Wang; Lidan Wang; Tingwen Huang; Chuandong Li

تعداد صفحات: 5

سال انتشار: 2017

زبان: لاتین

Abstract:

In this brief, hybrid impulsive and adaptive feedback controllers are simultaneously exerted on a general delayed memristive neural network (MNN) model to formulate a novel impulsive controlled MNN (IMNN) model with variable delays. By means of Lyapunov-Razumikhin technique and other analytical ways, several new stability criteria of the proposed IMNN model are obtained. In addition, by choosing appropriate impulses and external inputs, the convergence speed of IMNN can be increased, which implies that its dynamic behaviors will be optimized. Finally, the effectiveness of the obtained results is illustrated by one numerical example.

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