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CNFET-based approximate ternary adders for energy-efficient image processing applications

机译:基于CNFET的近似三元加法器,用于节能图像处理应用

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Nowadays, low power design has attracted more attentions. This purpose is achieved through some techniques such as low-power design methods, multiple valued logic and more recently by approximate computing. Carbon nanotube field-effect transistor (CNFET) is an appropriate candidate device for low-power multiple valued logic applications. In approximate computing, reducing the precision of arithmetic blocks leads to reduction in power consumption. In this paper, two approximate CNFET-based ternary full adder cells are proposed. The proposed designs considerably reduce the design complexity and the number of transistors by utilizing the unique properties of CNFETs as well as the switching logic style. The simulation results demonstrate that the proposed approximate designs improve the delay, power and energy dissipation by about 90% as compared to their exact counterparts. Also, as the adder cells are commonly used in the reduction step of multiplier circuits, the efficiency of the proposed cells is investigated in the structure of ternary multipliers through the normalized error distance and power-error tradeoff metrics. Moreover, as the approximate circuits are used in image processing applications, an inexact ternary multiplier is utilized for pixel by pixel image multiplying and the results are compared with the exact ones. According to the simulation results, the proposed inexact methods enhance the performance of arithmetic circuits while maintaining the required accuracy for such applications. (C) 2016 Elsevier B.V. All rights reserved.
机译:如今,低功耗设计吸引了更多关注。通过一些技术(例如低功耗设计方法,多值逻辑)以及最近通过近似计算来实现此目的。碳纳米管场效应晶体管(CNFET)是低功耗多值逻辑应用的合适候选器件。在近似计算中,降低算术块的精度将导致功耗的降低。在本文中,提出了两个基于CNFET的近似三元全加法器单元。所提出的设计通过利用CNFET的独特特性以及开关逻辑样式,大大降低了设计复杂度和晶体管的数量。仿真结果表明,与精确的同类设计相比,所提出的近似设计可将延迟,功耗和能量耗散提高约90%。另外,由于加法器单元通常用于乘法器电路的缩减步骤中,因此,通过归一化的误差距离和功率误差权衡度量,可以在三元乘法器的结构中研究所提出的单元的效率。此外,由于近似电路用于图像处理应用中,因此不精确的三进制乘法器用于逐个像素的图像乘法,并且将结果与精确的乘法器进行比较。根据仿真结果,所提出的不精确方法增强了算术电路的性能,同时保持了此类应用所需的精度。 (C)2016 Elsevier B.V.保留所有权利。

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