基于近似的低精度冗余系统:设计与分析

Salin Junsangsri, Fabrizio Lombardi
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引用次数: 0

摘要

本文提出了一种基于近似的低精度冗余(RPR)系统设计方法。减少冗余是通过使用近似模块来实现的,因此需要对生成输出的决策硬件进行本质上不同的设计。所提出的方案使用三个模块作为RPA决策硬件的输入,处理由模块生成的单个错误数据字(存在单个和多个比特错误)。与技术文献中的rpr不同,建议的rpr仅使用逻辑操作进行操作(因此不涉及决策硬件)。分析得出在上述误差条件下,在RPA输出处提供精确数据字的概率;提供的仿真结果表明,模拟概率与解析概率的差异不超过5%。对所提出设计的基于电路的指标(如延迟、功耗和面积)进行了仿真并与RPR进行了比较;建议的设计在所有指标上都优于RPR。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reduced Precision Redundancy Systems by Approximation (RPA): Design and Analysis
This paper proposes new designs for Reduced Precision Redundancy (RPR) systems using Approximation (RPAs). Reduced redundancy is accomplished by utilizing approximate modules, hence requiring substantially different designs for the decision hardware for generating an output. The proposed schemes deal with a single erroneous data word generated by a module (in the presence of single and multiple bit errors) using three modules as inputs to the decision hardware of the RPA. Different from RPRs found in the technical literature, the proposed RPAs operate using only logic operations (so no involved as decision hardware). The probability of providing an exact data word at the output of the RPA under the above error conditions is analytically found; the provided simulation results show that the difference between simulated and analytical probabilities is at most 5%. Circuit based metrics (such as delay, power dissipation, and area) of the proposed designs are simulated and compared with RPR; the proposed designs outperform RPR in all metrics.
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