Finite/Fixed-Time Anti-Synchronization of Inconsistent Markovian Quaternion-Valued Memristive Neural Networks With Reaction-Diffusion Terms
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Song, Xiaona | - |
dc.contributor.author | Man, Jingtao | - |
dc.contributor.author | Song, Shuai | - |
dc.contributor.author | Ahn, Choon Ki | - |
dc.date.accessioned | 2021-08-30T05:04:02Z | - |
dc.date.available | 2021-08-30T05:04:02Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2021-01 | - |
dc.identifier.issn | 1549-8328 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/50618 | - |
dc.description.abstract | In this paper, a novel class of quaternion-valued memristive neural networks (QVMNNs) that considers both the spatial factor and Markov jump phenomenon is proposed, the finite/fixed-time anti-synchronization (F/FTAS) of which is investigated. It is worth mentioning that the considered master and slave systems are assumed to jump along two inconsistent Markov chains, which is a first attempt at the issue of the anti-synchronization of Markovian systems and may be more realistic than most existing Markovian systems' models. Then, a suitable feedback controller is designed, such that the error system can be finite/fixed-time stable. Moreover, by integrating algebraic inequality technologies and Lyapunov theory, a new F/FTAS theorem can be obtained for the proposed systems. Finally, this paper provides two examples, so that the rationality, superiority, and practical value of the main results can be illustrated. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | STABILITY ANALYSIS | - |
dc.subject | SYSTEMS | - |
dc.subject | STABILIZATION | - |
dc.subject | DESIGN | - |
dc.title | Finite/Fixed-Time Anti-Synchronization of Inconsistent Markovian Quaternion-Valued Memristive Neural Networks With Reaction-Diffusion Terms | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Ahn, Choon Ki | - |
dc.identifier.doi | 10.1109/TCSI.2020.3025681 | - |
dc.identifier.scopusid | 2-s2.0-85099373172 | - |
dc.identifier.wosid | 000607383700032 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.68, no.1, pp.363 - 375 | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | - |
dc.citation.title | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | - |
dc.citation.volume | 68 | - |
dc.citation.number | 1 | - |
dc.citation.startPage | 363 | - |
dc.citation.endPage | 375 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.subject.keywordPlus | STABILITY ANALYSIS | - |
dc.subject.keywordPlus | SYSTEMS | - |
dc.subject.keywordPlus | STABILIZATION | - |
dc.subject.keywordPlus | DESIGN | - |
dc.subject.keywordAuthor | QVMNNs | - |
dc.subject.keywordAuthor | reaction-diffusion terms | - |
dc.subject.keywordAuthor | inconsistent Markov chains | - |
dc.subject.keywordAuthor | F/FTAS | - |
dc.subject.keywordAuthor | algebraic inequality | - |
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