{"title":"Log-Domain Linear SVM Classifier","authors":"L. Festila, R. Groza, M. Cirlugea, A. Fazakas","doi":"10.1109/MIXDES.2007.4286172","DOIUrl":null,"url":null,"abstract":"We develop in this paper support vector machine (SVM) parallel classifier for image classifications. The SVM classifier basic modules are new modular log-domain four-quadrant current multipliers. The circuit was simulated taking into account real parameters of transistors in BiCMOS technology. There are many advantages of using such modular log-domain structures in high frequency large dimension circuits and designs.","PeriodicalId":310187,"journal":{"name":"2007 14th International Conference on Mixed Design of Integrated Circuits and Systems","volume":"57 11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 14th International Conference on Mixed Design of Integrated Circuits and Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MIXDES.2007.4286172","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
We develop in this paper support vector machine (SVM) parallel classifier for image classifications. The SVM classifier basic modules are new modular log-domain four-quadrant current multipliers. The circuit was simulated taking into account real parameters of transistors in BiCMOS technology. There are many advantages of using such modular log-domain structures in high frequency large dimension circuits and designs.
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