A. Bhanu, Mark S. K. Lau, K. Ling, V. Mooney, Anshul Singh
{"title":"A More Precise Model of Noise Based PCMOS Errors","authors":"A. Bhanu, Mark S. K. Lau, K. Ling, V. Mooney, Anshul Singh","doi":"10.1109/DELTA.2010.18","DOIUrl":null,"url":null,"abstract":"In this paper we present a new model for characterization of probabilistic gates. While still not mainstream, probabilistic CMOS has the potential to dramatically reduce energy consumption by trading off with error rates on individual bits, e.g., least significant bits of an adder. Our contribution helps account for the filtering effect seen in noise based PCMOS in a novel way. The characterization proposed here can enable accurate multi-bit models based on fast mathematical extrapolation instead of expensive and slow HSPICE simulations.","PeriodicalId":421336,"journal":{"name":"2010 Fifth IEEE International Symposium on Electronic Design, Test & Applications","volume":"132 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"18","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Fifth IEEE International Symposium on Electronic Design, Test & Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DELTA.2010.18","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 18
Abstract
In this paper we present a new model for characterization of probabilistic gates. While still not mainstream, probabilistic CMOS has the potential to dramatically reduce energy consumption by trading off with error rates on individual bits, e.g., least significant bits of an adder. Our contribution helps account for the filtering effect seen in noise based PCMOS in a novel way. The characterization proposed here can enable accurate multi-bit models based on fast mathematical extrapolation instead of expensive and slow HSPICE simulations.