节能截断乘法器与缩放

I. Abdelghany, W. Saab, Tarek Sakakini, Abdul-Amir Yassine, A. Chehab, A. Kayssi, I. Elhajj
{"title":"节能截断乘法器与缩放","authors":"I. Abdelghany, W. Saab, Tarek Sakakini, Abdul-Amir Yassine, A. Chehab, A. Kayssi, I. Elhajj","doi":"10.1109/IDT.2013.6727101","DOIUrl":null,"url":null,"abstract":"Approximate computing is an attractive approach to energy saving area as many error-tolerant applications can make use of it for preserving energy on battery-powered mobile devices. This paper explores three designs of truncated 8-bit combinational multipliers that provide an approximate result while reducing energy consumption. Truncation methods are presented and analyzed in terms of energy reduction and error distribution. The three designs offer different balances and tradeoffs between accuracy and energy savings, with one of the designs reaching 86% in energy savings at the expense of reduced yet acceptable image quality in an image processing test. All designs resulted in an acceptable PSNR and an excellent performance when tested with SUSAN applications, while performance varied when tested with JPEG applications.","PeriodicalId":446826,"journal":{"name":"2013 8th IEEE Design and Test Symposium","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Energy-efficient truncated multipliers with scaling\",\"authors\":\"I. Abdelghany, W. Saab, Tarek Sakakini, Abdul-Amir Yassine, A. Chehab, A. Kayssi, I. Elhajj\",\"doi\":\"10.1109/IDT.2013.6727101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Approximate computing is an attractive approach to energy saving area as many error-tolerant applications can make use of it for preserving energy on battery-powered mobile devices. This paper explores three designs of truncated 8-bit combinational multipliers that provide an approximate result while reducing energy consumption. Truncation methods are presented and analyzed in terms of energy reduction and error distribution. The three designs offer different balances and tradeoffs between accuracy and energy savings, with one of the designs reaching 86% in energy savings at the expense of reduced yet acceptable image quality in an image processing test. All designs resulted in an acceptable PSNR and an excellent performance when tested with SUSAN applications, while performance varied when tested with JPEG applications.\",\"PeriodicalId\":446826,\"journal\":{\"name\":\"2013 8th IEEE Design and Test Symposium\",\"volume\":\"21 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 8th IEEE Design and Test Symposium\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IDT.2013.6727101\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 8th IEEE Design and Test Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IDT.2013.6727101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

近似计算是一种有吸引力的节能方法,因为许多容错应用可以利用它在电池供电的移动设备上节省能量。本文探讨了三种截断的8位组合乘法器的设计,它们在降低能耗的同时提供了近似的结果。提出了截断方法,并从能量减少和误差分布两方面进行了分析。这三种设计在精度和节能之间提供了不同的平衡和权衡,其中一种设计在图像处理测试中以降低但可接受的图像质量为代价,实现了86%的节能。在使用SUSAN应用程序进行测试时,所有设计都产生了可接受的PSNR和出色的性能,而在使用JPEG应用程序进行测试时,性能有所不同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-efficient truncated multipliers with scaling
Approximate computing is an attractive approach to energy saving area as many error-tolerant applications can make use of it for preserving energy on battery-powered mobile devices. This paper explores three designs of truncated 8-bit combinational multipliers that provide an approximate result while reducing energy consumption. Truncation methods are presented and analyzed in terms of energy reduction and error distribution. The three designs offer different balances and tradeoffs between accuracy and energy savings, with one of the designs reaching 86% in energy savings at the expense of reduced yet acceptable image quality in an image processing test. All designs resulted in an acceptable PSNR and an excellent performance when tested with SUSAN applications, while performance varied when tested with JPEG applications.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信