低功耗,高性能近似乘法器,可配置部分误差恢复

Cong Liu, Jie Han, F. Lombardi
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引用次数: 271

摘要

近似电路已被考虑用于容错应用,它可以容忍精度的一些损失,同时提高性能和能源效率。乘法器是数字信号处理(DSP)等许多应用中的关键算术电路。本文提出了一种比传统乘法器具有更低功耗和更短关键路径的新型近似乘法器,用于高性能DSP应用。这个乘法器利用了一个新设计的近似加法器,限制了它的进位传播到最近的邻居,以实现快速的部分乘积积累。通过使用不同数量的最高有效位(msb)来减少错误,可以通过可配置的错误恢复来实现不同级别的准确性。近似乘法器具有较低的平均误差距离,即大多数误差在量级上不显著。与Wallace乘法器相比,在28nm CMOS工艺中实现的16位近似乘法器的延迟和功耗分别降低了20%和69%。结果表明,通过适当的误差恢复,所提出的近似乘法器可以达到与传统精确乘法器相似的处理精度,但在功率和性能上有显著提高。
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A low-power, high-performance approximate multiplier with configurable partial error recovery
Approximate circuits have been considered for error-tolerant applications that can tolerate some loss of accuracy with improved performance and energy efficiency. Multipliers are key arithmetic circuits in many such applications such as digital signal processing (DSP). In this paper, a novel approximate multiplier with a lower power consumption and a shorter critical path than traditional multipliers is proposed for high-performance DSP applications. This multiplier leverages a newly-designed approximate adder that limits its carry propagation to the nearest neighbors for fast partial product accumulation. Different levels of accuracy can be achieved through a configurable error recovery by using different numbers of most significant bits (MSBs) for error reduction. The approximate multiplier has a low mean error distance, i.e., most of the errors are not significant in magnitude. Compared to the Wallace multiplier, a 16-bit approximate multiplier implemented in a 28nm CMOS process shows a reduction in delay and power of 20% and up to 69%, respectively. It is shown that by utilizing an appropriate error recovery, the proposed approximate multiplier achieves similar processing accuracy as traditional exact multipliers but with significant improvements in power and performance.
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