Existence and exponential stability of almost‐periodic solutions for neutral BAM neural networks with time‐varying delays in leakage terms on time scales. (28th July 2015)

• Record Type: Journal Article
• Authors: Gao, Jin; Wang, Qiru; Lin, Yuan
• Is Part Of: Mathematical methods in the applied sciences. Volume 39:Number 6(2016:Apr. 15)
• Page Start: 1361
• Page End: 1375
• Publication Date: 2015-07-28
• Subjects: neutral BAM neural networks on time scales -- time‐varying delays in leakage terms -- almost‐periodic solutions -- global exponential stability; Mathematics -- Periodicals; Technology -- Mathematics -- Periodicals; 519
• DOI: 10.1002/mma.3574
• Languages: English
• ISSNs: 0170-4214

Abstract

Abstract : This paper is concerned with neutral bidirectional associative memory neural networks with time‐varying delays in leakage terms on time scales. Some sufficient conditions on the existence, uniqueness, and global exponential stability of almost‐periodic solutions are established. An example is presented to illustrate the feasibility and effectiveness of the obtained results. Copyright © 2015 John Wiley & Sons, Ltd.