The novel sufficient condition for stability of discrete-time control system of neural networks
In this paper, we derive a sufficient condition for asymptotic stability of the zero solution of delay-difference control system of Hopfield neural networks in terms of certain matrix inequalities by using a discrete version of the Lyapunov second method. The result is applied to obtain new asymptot...
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th-cmuir.6653943832-65742014-08-30T03:24:22Z The novel sufficient condition for stability of discrete-time control system of neural networks Ratchagit K. Niamsup P. Phat V.N. In this paper, we derive a sufficient condition for asymptotic stability of the zero solution of delay-difference control system of Hopfield neural networks in terms of certain matrix inequalities by using a discrete version of the Lyapunov second method. The result is applied to obtain new asymptotic stability condition for some class of delay-difference control system such as delay-difference control system of Hopfield neural networks with multiple delays in terms of certain matrix inequalities. Our results can be well suited for computational purposes. © 2010-11 by IJAMAS, CESER Publications. 2014-08-30T03:24:22Z 2014-08-30T03:24:22Z 2011 Article 9731377 http://www.scopus.com/inward/record.url?eid=2-s2.0-79955047278&partnerID=40&md5=1dfe037143272f6b465c7b66f87142a0 http://cmuir.cmu.ac.th/handle/6653943832/6574 English |
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In this paper, we derive a sufficient condition for asymptotic stability of the zero solution of delay-difference control system of Hopfield neural networks in terms of certain matrix inequalities by using a discrete version of the Lyapunov second method. The result is applied to obtain new asymptotic stability condition for some class of delay-difference control system such as delay-difference control system of Hopfield neural networks with multiple delays in terms of certain matrix inequalities. Our results can be well suited for computational purposes. © 2010-11 by IJAMAS, CESER Publications. |
| format |
Article |
| author |
Ratchagit K. Niamsup P. Phat V.N. |
| spellingShingle |
Ratchagit K. Niamsup P. Phat V.N. The novel sufficient condition for stability of discrete-time control system of neural networks |
| author_facet |
Ratchagit K. Niamsup P. Phat V.N. |
| author_sort |
Ratchagit K. |
| title |
The novel sufficient condition for stability of discrete-time control system of neural networks |
| title_short |
The novel sufficient condition for stability of discrete-time control system of neural networks |
| title_full |
The novel sufficient condition for stability of discrete-time control system of neural networks |
| title_fullStr |
The novel sufficient condition for stability of discrete-time control system of neural networks |
| title_full_unstemmed |
The novel sufficient condition for stability of discrete-time control system of neural networks |
| title_sort |
novel sufficient condition for stability of discrete-time control system of neural networks |
| publishDate |
2014 |
| url |
http://www.scopus.com/inward/record.url?eid=2-s2.0-79955047278&partnerID=40&md5=1dfe037143272f6b465c7b66f87142a0 http://cmuir.cmu.ac.th/handle/6653943832/6574 |
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1681420639349506048 |