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
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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。
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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.
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