Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays
The problem of exponential stabilization of neutral-type neural networks with various activation functions and interval nondifferentiable and distributed time-varying delays is considered. The interval time-varying delay function is not required to be differentiable. By employing new and improved Ly...
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th-cmuir.6653943832-428502017-09-28T06:41:00Z Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays Weera W. Niamsup P. The problem of exponential stabilization of neutral-type neural networks with various activation functions and interval nondifferentiable and distributed time-varying delays is considered. The interval time-varying delay function is not required to be differentiable. By employing new and improved Lyapunov-Krasovskii functional combined with Leibniz-Newton’s formula, the stabilizability criteria are formulated in terms of a linear matrix inequalities. Numerical examples are given to illustrate and show the effectiveness of the obtained results. Copyright © 2012 W. Weera and P. Niamsup. 2017-09-28T06:41:00Z 2017-09-28T06:41:00Z 2012-04-18 Journal 10853375 2-s2.0-84859727208 10.1155/2012/101426 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84859727208&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42850 |
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The problem of exponential stabilization of neutral-type neural networks with various activation functions and interval nondifferentiable and distributed time-varying delays is considered. The interval time-varying delay function is not required to be differentiable. By employing new and improved Lyapunov-Krasovskii functional combined with Leibniz-Newton’s formula, the stabilizability criteria are formulated in terms of a linear matrix inequalities. Numerical examples are given to illustrate and show the effectiveness of the obtained results. Copyright © 2012 W. Weera and P. Niamsup. |
| format |
Journal |
| author |
Weera W. Niamsup P. |
| spellingShingle |
Weera W. Niamsup P. Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| author_facet |
Weera W. Niamsup P. |
| author_sort |
Weera W. |
| title |
Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| title_short |
Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| title_full |
Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| title_fullStr |
Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| title_full_unstemmed |
Exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| title_sort |
exponential stabilization of neutral-type neural networks with interval nondifferentiable and distributed time-varying delays |
| publishDate |
2017 |
| url |
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84859727208&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42850 |
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