Evaluations of CMA with Error Corrector in Image Processing Circuit

Tomoaki Ukezono
{"title":"Evaluations of CMA with Error Corrector in Image Processing Circuit","authors":"Tomoaki Ukezono","doi":"10.15803/IJNC.9.2_301","DOIUrl":null,"url":null,"abstract":"To reduce power consumption, approximate computing is an efficient approach for error-tolerant applications such as image processing. Approximate arithmetic adders can be used for the approximate computing, and can trade off accuracy for power. CMA, a dynamically accuracy-configurable approximate adder, had been proposed. CMA can sharply reduce power consumption compared with other accuracy-configurable approximate adders, while allowing it to change accuracy-setting at run-time. In this paper, we evaluate CMA with error corrector that needs only two gates for each digit in actual image processing circuit. By increasing slight extra power, the proposed value corrector can improve PSNR quality of output images by up to 73.71%.","PeriodicalId":270166,"journal":{"name":"Int. J. Netw. Comput.","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Netw. Comput.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15803/IJNC.9.2_301","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

To reduce power consumption, approximate computing is an efficient approach for error-tolerant applications such as image processing. Approximate arithmetic adders can be used for the approximate computing, and can trade off accuracy for power. CMA, a dynamically accuracy-configurable approximate adder, had been proposed. CMA can sharply reduce power consumption compared with other accuracy-configurable approximate adders, while allowing it to change accuracy-setting at run-time. In this paper, we evaluate CMA with error corrector that needs only two gates for each digit in actual image processing circuit. By increasing slight extra power, the proposed value corrector can improve PSNR quality of output images by up to 73.71%.
图像处理电路中带误差校正的CMA评估
为了降低功耗,近似计算是图像处理等容错应用的有效方法。近似算术加法器可以用于近似计算,并且可以以精度换取功率。提出了一种动态精度可配置的近似加法器CMA。与其他精度可配置的近似加法器相比,CMA可以大幅降低功耗,同时允许它在运行时改变精度设置。在实际的图像处理电路中,我们使用误差校正器来评估CMA,每个数字只需要两个门。通过增加少量的额外功率,所提出的数值校正器可以将输出图像的PSNR质量提高73.71%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信