近似计算适用于算术电路的选择性硬化吗?

B. Deveautour, A. Virazel, P. Girard, S. Pravossoudovitch, V. Gherman
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引用次数: 0

摘要

选择与容错体系结构相关的可靠性和成本之间的理想权衡通常涉及广泛的设计空间探索。在本文中,我们通过考虑复制/比较方案作为错误检测体系结构来解决算术电路的选择性硬化问题。研究了不同的重复场景:i)完全重复,ii)基于结构敏感性分析的减少重复,iii)基于算术电路输出的逻辑权重的减少重复,以及iv)基于公共基准套件的近似结构的减少重复。在加法器和乘法器案例研究电路上进行的实验结果表明,使用近似电路可以提高平均故障时间,同时保持低面积和功耗开销,降低错误概率和误差幅度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Is aproximate computing suitable for selective hardening of arithmetic circuits?
Selecting the ideal trade-off between reliability and cost associated with a fault tolerant architecture generally involves an extensive design space exploration. In this paper, we address the problem of selective hardening of arithmetic circuits by considering a duplication/comparison scheme as error detection architecture. Different duplication scenarios have been investigated: i) a full duplication, ii) a reduced duplication based on a structural susceptibility analysis, iii) a reduced duplication based on the logical weight of the arithmetic circuit outputs and iv) a reduced duplication based on an approximated structure from a public benchmark suite. Experimental results performed on adder and multiplier case study circuits demonstrate the interest of using approximate circuits to improve the mean time to failure while keeping a low area and power overhead and reduced error probability and error magnitude.
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