Global exponential stability of discrete-time neural networks with time-varying delays
This paper presents some global stability criteria of discrete-time neural networks with time-varying delays. Based on a discrete-type inequality, a new global stability condition for nonlinear difference equation is derived. We consider nonlinear discrete systems with time-varying delays and indepe...
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th-cmuir.6653943832-474592018-04-25T08:40:19Z Global exponential stability of discrete-time neural networks with time-varying delays S. Udpin P. Niamsup This paper presents some global stability criteria of discrete-time neural networks with time-varying delays. Based on a discrete-type inequality, a new global stability condition for nonlinear difference equation is derived. We consider nonlinear discrete systems with time-varying delays and independence of delay time. Numerical examples are given to illustrate the effectiveness of our theoretical results. © 2013 S. Udpin and P. Niamsup. 2018-04-25T08:40:19Z 2018-04-25T08:40:19Z 2013-12-01 Journal 1607887X 10260226 2-s2.0-84893654051 10.1155/2013/325752 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84893654051&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/47459 |
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This paper presents some global stability criteria of discrete-time neural networks with time-varying delays. Based on a discrete-type inequality, a new global stability condition for nonlinear difference equation is derived. We consider nonlinear discrete systems with time-varying delays and independence of delay time. Numerical examples are given to illustrate the effectiveness of our theoretical results. © 2013 S. Udpin and P. Niamsup. |
| format |
Journal |
| author |
S. Udpin P. Niamsup |
| spellingShingle |
S. Udpin P. Niamsup Global exponential stability of discrete-time neural networks with time-varying delays |
| author_facet |
S. Udpin P. Niamsup |
| author_sort |
S. Udpin |
| title |
Global exponential stability of discrete-time neural networks with time-varying delays |
| title_short |
Global exponential stability of discrete-time neural networks with time-varying delays |
| title_full |
Global exponential stability of discrete-time neural networks with time-varying delays |
| title_fullStr |
Global exponential stability of discrete-time neural networks with time-varying delays |
| title_full_unstemmed |
Global exponential stability of discrete-time neural networks with time-varying delays |
| title_sort |
global exponential stability of discrete-time neural networks with time-varying delays |
| publishDate |
2018 |
| url |
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84893654051&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/47459 |
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