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Qualitative Analysis of High-Order Hopfield Neural Networks

GUAN Zhi hong,SUN De bao,SHEN Jian jing(Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China)  
Qualitative properties of a class of high order Hopfield neural networks are studied in this paper.Several fundamental issues such as global exponential stability,existence,and uniqueness of the equilibrium of such networks are established by means of Liapunov function and Banach fixed point principle.As a special case,some new stability criteria are obtained for the corresponding one order Hopfield neural networks.
【Fund】: 国家自然科学基金!(No .697740 3 8);; 华中理工大学科学基金
【CateGory Index】: TP183
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