dc.contributor.author | Karimi, Hamid Reza | |
dc.contributor.author | Gao, Huijun | |
dc.date.accessioned | 2010-10-18T14:31:38Z | |
dc.date.available | 2010-10-18T14:31:38Z | |
dc.date.issued | 2010 | |
dc.identifier.citation | Karimi, H. R., & Gao, H. J. (2010). New Delay-Dependent Exponential H-infinity Synchronization for Uncertain Neural Networks With Mixed Time Delays. IEEE Transactions on Systems Man and Cybernetics Part B, 40(1), 173-185. | en_US |
dc.identifier.issn | 1941-0492 | |
dc.identifier.uri | http://hdl.handle.net/11250/136757 | |
dc.description.abstract | This paper establishes an exponential H-infinity synchronization method for a class of uncertain master and slave neural networks (MSNNs) with mixed time delays, where the mixed delays comprise different neutral, discrete, and distributed time delays. The polytopic and the norm-bounded uncertainties are separately taken into consideration. An appropriate discretized Lyapunov-Krasovskii functional and some free-weighting matrices are utilized to establish some delay-dependent sufficient conditions for designing delayed state-feedback control as a synchronization law in terms of linear matrix inequalities under less restrictive conditions. The controller guarantees the exponential H-infinity synchronization of the two coupled MSNNs regardless of their initial states. Detailed comparisons with existing results are made, and numerical simulations are carried out to demonstrate the effectiveness of the established synchronization laws. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | IEEE | en_US |
dc.title | New Delay-Dependent Exponential H-infinity Synchronization for Uncertain Neural Networks With Mixed Time Delays | en_US |
dc.type | Journal article | en_US |
dc.type | Peer reviewed | en_US |
dc.rights.holder | © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |
dc.subject.nsi | VDP::Technology: 500::Mechanical engineering: 570 | en_US |
dc.source.pagenumber | 173-185 | en_US |
dc.source.volume | 40 | |
dc.source.journal | IEEE Transactions on Systems, Man, and Cybernetics, Part B | |
dc.source.issue | 1 | |
dc.identifier.doi | https://doi.org/10.1109/TSMCB.2009.2024408 | |