{"title":"Adaptive Control for Exponential Synchronization of Delayed Memristive Neural Networks","authors":"Ruimei Zhang, S. Zhong, Deqiang Zeng","doi":"10.1109/ICSAI.2018.8599479","DOIUrl":null,"url":null,"abstract":"The exponential synchronization is studied in this paper for delayed memristive neural networks (MNNs). A new discontinuous adaptive control scheme is designed, which employs not only the proportional action but also the derivative action. Then, by adopting the adaptive control scheme and constructing an appropriate Lyapunov-Krasovskii functional (LKF), novel synchronization conditions are established. In the end, we use a numerical example to verify the effectiveness of the theory results.","PeriodicalId":375852,"journal":{"name":"2018 5th International Conference on Systems and Informatics (ICSAI)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 5th International Conference on Systems and Informatics (ICSAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSAI.2018.8599479","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The exponential synchronization is studied in this paper for delayed memristive neural networks (MNNs). A new discontinuous adaptive control scheme is designed, which employs not only the proportional action but also the derivative action. Then, by adopting the adaptive control scheme and constructing an appropriate Lyapunov-Krasovskii functional (LKF), novel synchronization conditions are established. In the end, we use a numerical example to verify the effectiveness of the theory results.
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