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Proceedings ArticleDOI

Approximate XOR/XNOR-based adders for inexact computing

TLDR
Simulation by Cadence's Spectre in TSMC 65nm process has shown that the proposed designs consume less power and have better performance compared to the accurate XOR/XNOR-based adder, while the error distance remains similar or better than other approximate adder designs.
Abstract
Power dissipation has become a significant issue for integrated circuit design in nanometric CMOS technology To reduce power consumption, approximate implementations of a circuit have been considered as a potential solution for applications in which strict exactness is not required In inexact computing, power reduction is achieved through the relaxation of the often demanding requirement of accuracy In this paper, new approximate adders are proposed for low-power imprecise applications These adders are based on XOR/XNOR gates with multiplexers implemented by pass transistors The proposed approximate XOR/XNOR-based adders (AXAs) are evaluated and compared with respect to energy consumption, delay, area and power delay product (PDP) with an accurate full adder The metric of error distance is used to evaluate the reliability of the approximate designs Simulation by Cadence's Spectre in TSMC 65nm process has shown that the proposed designs consume less power and have better performance (such as a lower propagation delay) compared to the accurate XOR/XNOR-based adder, while the error distance remains similar or better than other approximate adder designs

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Citations
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Proceedings ArticleDOI

Approximate computing: An emerging paradigm for energy-efficient design

TL;DR: This paper reviews recent progress in the area, including design of approximate arithmetic blocks, pertinent error and quality measures, and algorithm-level techniques for approximate computing.
Journal ArticleDOI

A Review, Classification, and Comparative Evaluation of Approximate Arithmetic Circuits

TL;DR: A review and classification are presented for the current designs of approximate arithmetic circuits including adders, multipliers, and dividers including improvements in delay, power, and area for the detection of differences in images by using approximate dividers.
Proceedings ArticleDOI

A Comparative Review and Evaluation of Approximate Adders

TL;DR: Simulation results show that the equal segmentation adder (ESA) is the most hardware-efficient design, but it has the lowest accuracy in terms of error rate (ER) and mean relative error distance (MRED).
Journal ArticleDOI

Approximate Arithmetic Circuits: A Survey, Characterization, and Recent Applications

TL;DR: A comprehensive survey and a comparative evaluation of recently developed approximate arithmetic circuits under different design constraints, synthesized and characterized under optimizations for performance and area.
Proceedings ArticleDOI

Inexact designs for approximate low power addition by cell replacement

TL;DR: The results show that among existing inexact cells found in the technical literature, the proposed designs consume the least power and have superior performance in terms of delay, switching capacitance and error measures for image quality and processing.
References
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Proceedings ArticleDOI

Approximate computing: An emerging paradigm for energy-efficient design

TL;DR: This paper reviews recent progress in the area, including design of approximate arithmetic blocks, pertinent error and quality measures, and algorithm-level techniques for approximate computing.
Journal ArticleDOI

Bio-Inspired Imprecise Computational Blocks for Efficient VLSI Implementation of Soft-Computing Applications

TL;DR: It is shown that these proposed Bio-inspired Imprecise Computational blocks (BICs) can be exploited to efficiently implement a three-layer face recognition neural network and the hardware defuzzification block of a fuzzy processor.
Journal ArticleDOI

New Metrics for the Reliability of Approximate and Probabilistic Adders

TL;DR: New metrics are proposed for evaluating the reliability as well as the power efficiency of approximate and probabilistic adders and it is shown that the MED is an effective metric for measuring the implementation accuracy of a multiple-bit adder and that the NED is a nearly invariant metric independent of the size of an adder.
Proceedings ArticleDOI

IMPACT: imprecise adders for low-power approximate computing

TL;DR: This paper proposes logic complexity reduction as an alternative approach to take advantage of the relaxation of numerical accuracy, and demonstrates this concept by proposing various imprecise or approximate Full Adder cells with reduced complexity at the transistor level, and utilizing them to design approximate multi-bit adders.
Journal ArticleDOI

Soft digital signal processing

TL;DR: A prediction-based error-control scheme is proposed to enhance the performance of the filtering algorithm in the presence of errors due to soft computations, and algorithmic noise-tolerance schemes can also be used to improve theperformance of DSP algorithms in presence of bit-error rates of up to 10/sup -3/ due to deep submicron (DSM) noise.
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