近似高基除法器的设计、评价及应用

Linbin Chen;Jie Han;Weiqiang Liu;Paolo Montuschi;Fabrizio Lombardi
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引用次数: 23

摘要

本文提出并研究了近似高基数除法器。回顾了高基数除法,并介绍了不同层次的不精确计算。在分析中考虑了诸如位数(N)和基数(r)之类的设计参数;在二进制带符号数字加法器中,通过使用不同的替换方案,引入了用不精确单元替换精确单元的方法。为了进一步扩展不精确计算,还提出了信元截断和误差补偿。针对所提出的设计,分析了不精确高基数除法器的电路级性能和误差特性。研究了法向误差距离、功耗和延迟的综合评估,并详细讨论了近似高基数除法器的应用。仿真结果表明,所提出的近似除法器在功耗、电路复杂性和延迟方面提供了广泛的节省,同时只导致精度的小幅度下降,因此可能适用于低功耗/移动计算等一些应用和领域。
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Design, Evaluation and Application of Approximate High-Radix Dividers
Approximate high radix dividers (HR-AXDs) are proposed and investigated in this paper. High-radix division is reviewed and inexact computing is introduced at different levels. Design parameters such as number of bits (N) and radix (r) are considered in the analysis; the replacement of exact cells with inexact cells in a binary signed-digit adder is introduced by utilizing different replacement schemes. Cell truncation and error compensation are also proposed to further extend inexact computation. Circuit-level performance and the error characteristics of the inexact high radix dividers are analyzed for the proposed designs. The combined assessment of the normal error distance, power dissipation, and delay is investigated and applications of approximate high-radix dividers are treated in detail. The simulation results show that the proposed approximate dividers offer extensive saving in terms of power dissipation, circuit complexity, and delay, while only incurring in a small degradation in accuracy thus making them possibly suitable and interesting to some applications and domains such as low power/mobile computing.
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