Approximate arithmetic circuits: A survey, characterization, and recent applications

H Jiang, FJH Santiago, H Mo, L Liu… - Proceedings of the …, 2020 - ieeexplore.ieee.org
Approximate computing has emerged as a new paradigm for high-performance and energy-
efficient design of circuits and systems. For the many approximate arithmetic circuits …

Approximate computing: An emerging paradigm for energy-efficient design

J Han, M Orshansky - 2013 18th IEEE European Test …, 2013 - ieeexplore.ieee.org
Approximate computing has recently emerged as a promising approach to energy-efficient
design of digital systems. Approximate computing relies on the ability of many systems and …

The building blocks of a brain-inspired computer

JD Kendall, S Kumar - Applied Physics Reviews, 2020 - pubs.aip.org
Computers have undergone tremendous improvements in performance over the last 60
years, but those improvements have significantly slowed down over the last decade, owing …

Design of power and area efficient approximate multipliers

S Venkatachalam, SB Ko - IEEE Transactions on Very Large …, 2017 - ieeexplore.ieee.org
Approximate computing can decrease the design complexity with an increase in
performance and power efficiency for error resilient applications. This brief deals with a new …

Design and analysis of approximate compressors for multiplication

A Momeni, J Han, P Montuschi… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Inexact (or approximate) computing is an attractive paradigm for digital processing at
nanometric scales. Inexact computing is particularly interesting for computer arithmetic …

Low-power digital signal processing using approximate adders

V Gupta, D Mohapatra… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Low power is an imperative requirement for portable multimedia devices employing various
signal processing algorithms and architectures. In most multimedia applications, human …

DRUM: A dynamic range unbiased multiplier for approximate applications

S Hashemi, RI Bahar, S Reda - 2015 IEEE/ACM International …, 2015 - ieeexplore.ieee.org
Many applications for signal processing, computer vision and machine learning show an
inherent tolerance to some computational error. This error resilience can be exploited to …

Design of approximate radix-4 booth multipliers for error-tolerant computing

W Liu, L Qian, C Wang, H Jiang, J Han… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Approximate computing is an attractive design methodology to achieve low power, high
performance (low delay) and reduced circuit complexity by relaxing the requirement of …

New metrics for the reliability of approximate and probabilistic adders

J Liang, J Han, F Lombardi - IEEE Transactions on computers, 2012 - ieeexplore.ieee.org
Addition is a fundamental function in arithmetic operation; several adder designs have been
proposed for implementations in inexact computing. These adders show different …

A review, classification, and comparative evaluation of approximate arithmetic circuits

H Jiang, C Liu, L Liu, F Lombardi, J Han - ACM Journal on Emerging …, 2017 - dl.acm.org
Often as the most important arithmetic modules in a processor, adders, multipliers, and
dividers determine the performance and energy efficiency of many computing tasks. The …