Robust Exponential Stability of a Class of Fractional Order Hopfield Neural Networks
Received:November 07, 2014  Revised:December 12, 2014
Key Word: fractional order neural networks   Gronwall inequality   robust exponential stability  
Fund ProjectL:Supported by the Natural Science Foundation of Shandong Province (Grant No.ZR2011FQ002).
Author NameAffiliation
Xiaolei LIU Institute of System Science and Mathematics, Naval Aeronautical and Astronautical University, Shandong 264001, P. R. China 
Mingjiu GAI Institute of System Science and Mathematics, Naval Aeronautical and Astronautical University, Shandong 264001, P. R. China 
Shiwei CUI Institute of System Science and Mathematics, Naval Aeronautical and Astronautical University, Shandong 264001, P. R. China 
Hits: 1624
Download times: 1464
Abstract:
      In this paper, we investigate the robust exponential stability of a class of fractional order Hopfield neural network with Caputo derivative, and we get some sufficient conditions to guarantee its robust exponential stability. Finally, we use one numerical simulation example to illustrate the correctness and effectiveness of our results.
Citation:
DOI:10.3770/j.issn:2095-2651.2015.06.007
View Full Text  View/Add Comment  Download reader