J. Xiong, Zaichen Chen, Yang Xiu, Z. Mu, M. Raginsky, E. Rosenbaum
{"title":"Enhanced IC Modeling Methodology for System-level ESD Simulation","authors":"J. Xiong, Zaichen Chen, Yang Xiu, Z. Mu, M. Raginsky, E. Rosenbaum","doi":"10.23919/EOS/ESD.2018.8509751","DOIUrl":null,"url":null,"abstract":"To enable accurate system-level ESD simulation, the quasi-static I-V model of an IC is enhanced through kernel regression to reflect its circuit board dependency; alternatively, a recurrent neural network may be used to generate a non-quasi-static transient model. Hybrid electromagnetic and circuit simulation is demonstrated for ESD-induced noise coupling analysis.","PeriodicalId":328499,"journal":{"name":"2018 40th Electrical Overstress/Electrostatic Discharge Symposium (EOS/ESD)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 40th Electrical Overstress/Electrostatic Discharge Symposium (EOS/ESD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/EOS/ESD.2018.8509751","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
To enable accurate system-level ESD simulation, the quasi-static I-V model of an IC is enhanced through kernel regression to reflect its circuit board dependency; alternatively, a recurrent neural network may be used to generate a non-quasi-static transient model. Hybrid electromagnetic and circuit simulation is demonstrated for ESD-induced noise coupling analysis.
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