Design of Approximate Unsigned Integer Non-restoring Divider for Inexact Computing

Linbin Chen, Jie Han, Weiqiang Liu, F. Lombardi
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引用次数: 52

Abstract

This paper proposes several approximate divider designs; two different levels of approximation (cell and array levels) are investigated for non-restoring division. Three approximate subtractor cells are proposed and designed for the basic subtraction; these cells mitigate accuracy in subtraction with other metrics, such as circuit complexity and power dissipation. At array level, by considering the exact cells, both replacement and truncation schemes are introduced for approximate array divider design. A comprehensive evaluation of approximation at both cell and divider level is pursued. Different circuit metrics including complexity and power dissipation are evaluated by HSPICE simulation. Mean error distance (MED), normalized error distance (NED) and MED-power product (MPP) are provided to substantiate the accuracy and power trade-off of inexact computing. Different applications in image processing are investigated by utilizing the proposed approximate arithmetic circuits.
非精确计算的近似无符号整数不恢复除法设计
本文提出了几种近似的分频器设计;两个不同的近似水平(单元和阵列水平)研究了非恢复分裂。提出并设计了三个近似的基本减法单元;这些单元降低了与其他指标(如电路复杂性和功耗)相减的准确性。在阵列级,考虑精确单元,引入了替换和截断两种近似阵列分频器设计方案。在细胞和分裂器水平上对近似进行综合评价。通过HSPICE仿真,对电路的复杂度和功耗等指标进行了评估。给出了平均误差距离(MED)、归一化误差距离(NED)和MED-power product (MPP)来证明不精确计算的精度和功耗权衡。利用所提出的近似算术电路,研究了在图像处理中的不同应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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