Literature DB >> 21377834

Existence and global exponential stability of a periodic solution to interval general bidirectional associative memory (BAM) neural networks with multiple delays on time scales.

Zhengqiu Zhang1, Kaiyu Liu.   

Abstract

In this paper, we first investigate the existence of a periodic solution to interval general bidirectional associative memory (BAM) neural networks with multiple delays on time scales by the continuation theorem of coincidence degree theory. Then, by constructing a Lyapunov functional, we discuss the global exponential stability of the periodic solution for such neural networks on time scales. The paper unifies periodic discrete-time and continuous-time BAM neural networks under the same framework.
Copyright © 2011 Elsevier Ltd. All rights reserved.

Mesh:

Year:  2011        PMID: 21377834     DOI: 10.1016/j.neunet.2011.02.001

Source DB:  PubMed          Journal:  Neural Netw        ISSN: 0893-6080


  1 in total

1.  Anti-periodic oscillations of bidirectional associative memory (BAM) neural networks with leakage delays.

Authors:  Changjin Xu; Lilin Chen; Ting Guo
Journal:  J Inequal Appl       Date:  2018-04-03       Impact factor: 2.491

  1 in total

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