Low-Power Approximate RPR Scheme for Unsigned Integer Arithmetic Computation

IF 1.8 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY IEEE Open Journal of Nanotechnology Pub Date : 2022-02-23 DOI:10.1109/OJNANO.2022.3153329
Ke Chen;Weiqiang Liu;Ahmed Louri;Fabrizio Lombardi
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引用次数: 2

Abstract

A scheme often used for error tolerance of arithmetic circuits is the so-called Reduced Precision Redundancy (RPR). Rather than replicating multiple times the entire module, RPR uses reduced precision (inexact) copies to significantly reduce the redundancy overhead, while still being able to correct the largest errors. This paper focuses on the low-power operation for RPR; a new scheme is proposed. At circuit level, power gating is initially utilized in the arithmetic modules to power off one of the modules (i.e., the exact module) when the inexact modules’ error is smaller than the threshold. The proposed design is applicable to (unsigned integer) addition, multiplication, and MAC (multiply and add) by proposing RPR implementations that reduce the power consumption with a limited impact on its error correction capability. The proposed schemes have been implemented and tested for various applications (image and DCT processing). The results show that they can significantly reduce power consumption; moreover, the simulation results show that the Mean Square Error (MSE) at the proposed schemes’ output is low.
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无符号整数算术计算的低功耗近似RPR方案
一种常用于算术电路容错的方案是所谓的降低精度冗余(RPR)。RPR不是多次复制整个模块,而是使用低精度(不精确)副本来显著减少冗余开销,同时仍然能够纠正最大的错误。本文主要研究RPR的低功耗运行;提出了一种新的方案。在电路级,功率门控最初在算术模块中使用,当非精确模块的误差小于阈值时,将其中一个模块(即精确模块)断电。建议的设计适用于(无符号整数)加法、乘法和MAC(乘法和加法),建议的RPR实现降低了功耗,但对其纠错能力的影响有限。所提出的方案已在各种应用(图像和DCT处理)中实施和测试。结果表明,它们可以显著降低功耗;此外,仿真结果表明,所提方案的输出均方误差(MSE)较低。
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来源期刊
CiteScore
3.90
自引率
17.60%
发文量
10
审稿时长
12 weeks
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