Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/86189
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DC Field | Value | Language |
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dc.contributor.author | Wu, M. | - |
dc.contributor.author | Liu, F. | - |
dc.contributor.author | Shi, P. | - |
dc.contributor.author | He, Y. | - |
dc.contributor.author | Yokoyama, R. | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | IEEE Transactions on Circuits and Systems, Part 2: Express Briefs, 2008; 55(7):690-694 | - |
dc.identifier.issn | 1549-7747 | - |
dc.identifier.issn | 1558-3791 | - |
dc.identifier.uri | http://hdl.handle.net/2440/86189 | - |
dc.description.abstract | This paper deals with the problem of exponential stability for a class of discrete-time recurrent neural networks with time-varying delay by employing an improved free-weighting matrix approach. The relationship among the time-varying delay, its upper bound and their difference is taken into account. As a result, a new and less conservative delay-dependent stability criterion is obtained without ignoring any useful terms on the difference of a Lyapunov function, which is expressed in terms of linear matrix inequalities. Finally, numerical examples are given to demonstrate the effectiveness of the proposed techniques. | - |
dc.description.statementofresponsibility | Min Wu, Fang Liu, Peng Shi, Yong He and Ryuichi Yokoyama | - |
dc.language.iso | en | - |
dc.publisher | Institute of Electrical and Electronics Engineers | - |
dc.rights | © 2008 IEEE | - |
dc.source.uri | http://dx.doi.org/10.1109/tcsii.2008.921597 | - |
dc.subject | Discrete-time recurrent neural networks | - |
dc.subject | time-varying delay | - |
dc.subject | delay-dependent stability | - |
dc.subject | Lyapunov function | - |
dc.subject | linear matrix inequalities (LMIs) | - |
dc.title | Improved free-weighting matrix approach for stability analysis of discrete-time recurrent neural networks with time-varying delay | - |
dc.type | Journal article | - |
dc.identifier.doi | 10.1109/TCSII.2008.921597 | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Shi, P. [0000-0001-8218-586X] | - |
Appears in Collections: | Aurora harvest 2 Electrical and Electronic Engineering publications |
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