基于lut的最坏情况相对误差形式保证算法电路逼近

Pooja Choudhary, Lava Bhargava, M. Fujita, Virendra Singh
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引用次数: 1

摘要

提出了一种自动生成具有最坏情况相对误差(WCRE)形式误差保证的近似电路的方法。关键概念是基于lut、基于SAT的错误评估和属性检查技术。这些近似电路用于提高算术电路的可扩展性和自动化设计。所提出的8位近似乘法器与wrt精确乘法器相比,功耗和延迟分别降低了83.33%和25.3%。我们证明了在FIR滤波器中使用近似乘法器可使信噪比降低1.2 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LUT-based Arithmetic Circuit Approximation with Formal Guarantee on Worst Case Relative Error
We are presenting an automatic approach to produce approximate circuit with formal error guarantees on worst-case relative error (WCRE). The key concept is based on LUTs, SAT -based error evaluation, and property-checking techniques. These approximated circuits are employed to improve scalability and automate the designs for arithmetic circuits. The proposed 8 bit approximate multiplier shows an 83.33 % and 25.3 % decrease in power consumption and delay as w.r.t. exact multiplier. We demonstrated that the use of an approximate multiplier in FIR filter degrades SNR by 1.2 dB.
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