Kenta Shirane, Takahiro Yamamoto, Ittetsu Taniguchi, Yuko Hara-Azumi, S. Yamashita, H. Tomiyama
{"title":"Maximum Error-Aware Design of Approximate Array Multipliers","authors":"Kenta Shirane, Takahiro Yamamoto, Ittetsu Taniguchi, Yuko Hara-Azumi, S. Yamashita, H. Tomiyama","doi":"10.1109/ISOCC47750.2019.9078488","DOIUrl":null,"url":null,"abstract":"Approximate computing is considered as a processing approach to design of area-, power- or performance-efficient circuits. Approaches to approximate computing are to replace an exact arithmetic circuit with an approximate circuit. In this paper, we propose a methodology to systematically design a series of approximate array multipliers with different accuracy, area, power and delay. A circuit designer can select the one which satisfies the requirement on accuracy. Experimental results show the effectiveness of our approximate multipliers against existing approximate multipliers.","PeriodicalId":113802,"journal":{"name":"2019 International SoC Design Conference (ISOCC)","volume":"402 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International SoC Design Conference (ISOCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISOCC47750.2019.9078488","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
Approximate computing is considered as a processing approach to design of area-, power- or performance-efficient circuits. Approaches to approximate computing are to replace an exact arithmetic circuit with an approximate circuit. In this paper, we propose a methodology to systematically design a series of approximate array multipliers with different accuracy, area, power and delay. A circuit designer can select the one which satisfies the requirement on accuracy. Experimental results show the effectiveness of our approximate multipliers against existing approximate multipliers.