4.5 Article

Dynamic behaviors of a class of memristor-based Hopfield networks

Journal

PHYSICS LETTERS A
Volume 375, Issue 15, Pages 1661-1665

Publisher

ELSEVIER
DOI: 10.1016/j.physleta.2011.02.068

Keywords

Memristor; Hopfield networks; Circuit analysis

Funding

  1. Natural Science Foundation of China [60974021]
  2. 973 Program of China [2011CB710606]
  3. Fund for Distinguished Young Scholars of Hubei Province [2010CDA081]
  4. Specialized Research Fund for the Doctoral Program of Higher Education of China [20100142110021]
  5. 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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