Low-Power and Energy-Efficient Full Adders With Approximate Adiabatic Logic for Edge Computing

Wu Yang, H. Thapliyal
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引用次数: 4

Abstract

The growing demands of data-intensive applications running on IoT edge devices require low-power and energyefficient circuits. Adiabatic logic recycles the energy and can develop energy-efficient circuits. Further, error-tolerant applications use approximate computing to reduce power consumption and area. Therefore, to investigate the benefits of approximate computing combined with adiabatic logic, we propose two adiabatic logic based approximate adders. The proposed approximate adders use the advantage of dual-rail logic to shrink the overall size and reduce energy consumption. The two proposed designs are True Sum Approximate Adder (TSAA) and True Carry-out Approximate Adder (TCAA). TSAA is approximating the Carryout based on the accurate Sum, and TCAA is approximating the Sum based on the accurate Carryout. We performed simulations using 45nm technology in Cadence Spectre. Comparing with CMOS based accurate mirror adder (AMA) at 100 MHz, a power-saving of 83.26% and energy saving of 66.54% in PFAL based TSAA (PFAL: Positive Feedback Adiabatic Logic) is achieved. Further, we achieved a power saving of 87.22% and an energy saving of 74.43% in PFAL based TCAA compared to CMOS based accurate mirror adder (AMA). It is illustrated that PFAL based TCAA consumes 24.0% less power and energy per cycle compared to PFAL based TSAA.
基于近似绝热逻辑的边缘计算低功耗高能效全加法器
在物联网边缘设备上运行的数据密集型应用程序的需求不断增长,需要低功耗和节能电路。绝热逻辑可循环利用能量,开发出高能效电路。此外,容错应用程序使用近似计算来减少功耗和面积。因此,为了研究近似计算与绝热逻辑相结合的好处,我们提出了两个基于绝热逻辑的近似加法器。所提出的近似加法器利用双轨逻辑的优势来缩小整体尺寸并降低能耗。提出的两种设计是真和近似加法器(TSAA)和真执行近似加法器(TCAA)。TSAA基于准确的Sum近似执行,TCAA基于准确的carry近似执行。我们在Cadence Spectre中使用45纳米技术进行了模拟。与基于CMOS的100 MHz精确镜像加法器(AMA)相比,基于PFAL的TSAA (PFAL:正反馈绝热逻辑)节能83.26%,节能66.54%。此外,与基于CMOS的精确镜像加法器(AMA)相比,我们实现了基于PFAL的TCAA节能87.22%和74.43%。结果表明,与基于PFAL的TSAA相比,基于PFAL的TCAA每循环消耗的功率和能量减少了24.0%。
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