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https://hdl.handle.net/2440/85022
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DC Field | Value | Language |
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dc.contributor.author | Zhang, Y. | - |
dc.contributor.author | Shi, P. | - |
dc.contributor.author | Nguang, S. | - |
dc.contributor.author | Zhang, J. | - |
dc.contributor.author | Karimi, H. | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | Neurocomputing, 2014; 140:1-7 | - |
dc.identifier.issn | 0925-2312 | - |
dc.identifier.issn | 1872-8286 | - |
dc.identifier.uri | http://hdl.handle.net/2440/85022 | - |
dc.description.abstract | This paper is concerned with stochastic finite-time boundedness analysis for a class of uncertain discrete-time neural networks with Markovian jump parameters and time-delays. The concepts of stochastic finite-time stability and stochastic finite-time boundedness are first given for neural networks. Then, applying the Lyapunov approach and the linear matrix inequality technique, sufficient criteria on stochastic finite-time boundedness are provided for the class of nominal or uncertain discrete-time neural networks with Markovian jump parameters and time-delays. It is shown that the derived conditions are characterized in terms of the solution to these linear matrix inequalities. Finally, numerical examples are included to illustrate the validity of the presented results. © 2014 Elsevier B.V. | - |
dc.description.statementofresponsibility | Yingqi Zhang, Peng Shi, Sing Kiong Nguang, Jianhua Zhang, Hamid Reza Karimi | - |
dc.language.iso | en | - |
dc.publisher | Elsevier Science | - |
dc.rights | © 2014 Elsevier B.V. All rights reserved. | - |
dc.source.uri | http://dx.doi.org/10.1016/j.neucom.2013.12.054 | - |
dc.subject | Markovian jump systems; neural networks; discrete-time systems; stochastic finite-time boundedness; linear matrix inequalities | - |
dc.title | Finite-time boundedness for uncertain discrete neural networks with time-delays and Markovian jumps | - |
dc.type | Journal article | - |
dc.identifier.doi | 10.1016/j.neucom.2013.12.054 | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Shi, P. [0000-0001-8218-586X] | - |
Appears in Collections: | Aurora harvest 7 Electrical and Electronic Engineering publications |
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