Journal
PHYSICS LETTERS A
Volume 375, Issue 15, Pages 1661-1665Publisher
ELSEVIER
DOI: 10.1016/j.physleta.2011.02.068
Keywords
Memristor; Hopfield networks; Circuit analysis
Categories
Funding
- Natural Science Foundation of China [60974021]
- 973 Program of China [2011CB710606]
- Fund for Distinguished Young Scholars of Hubei Province [2010CDA081]
- Specialized Research Fund for the Doctoral Program of Higher Education of China [20100142110021]
- Fok Ying Tung Education Foundation [111068]
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In this Letter, we analyze the dynamic behaviors for a class of memristor-based Hopfield networks. Some sufficient conditions are obtained which ensure the essential bound of solutions and global exponential stability of memristor-based Hopfield networks by using analysis approaches, and the criteria act as significant values for qualitative analysis of memristor-based Hopfield networks. Finally, a numerical example is given to show the effectiveness of our results. Crown Copyright (C) 2011 Published by Elsevier B.V. All rights reserved.
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