A survey of techniques for approximate computing

S Mittal - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Approximate computing trades off computation quality with effort expended, and as rising
performance demands confront plateauing resource budgets, approximate computing has …

[HTML][HTML] In-memory computing with emerging memory devices: Status and outlook

P Mannocci, M Farronato, N Lepri, L Cattaneo… - APL Machine …, 2023 - pubs.aip.org
In-memory computing (IMC) has emerged as a new computing paradigm able to alleviate or
suppress the memory bottleneck, which is the major concern for energy efficiency and …

Approximate computing: A survey

Q Xu, T Mytkowicz, NS Kim - IEEE Design & Test, 2015 - ieeexplore.ieee.org
As one of the most promising energy-efficient computing paradigms, approximate computing
has gained a lot of research attention in the past few years. This paper presents a survey of …

Cross-layer approximate computing: From logic to architectures

M Shafique, R Hafiz, S Rehman, W El-Harouni… - Proceedings of the 53rd …, 2016 - dl.acm.org
We present a survey of approximate techniques and discuss concepts for building power-
/energy-efficient computing components reaching from approximate accelerators to …

Verifying quantitative reliability for programs that execute on unreliable hardware

M Carbin, S Misailovic, MC Rinard - ACM SIGPLAN Notices, 2013 - dl.acm.org
Emerging high-performance architectures are anticipated to contain unreliable components
that may exhibit soft errors, which silently corrupt the results of computations. Full detection …

Architectural-space exploration of approximate multipliers

S Rehman, W El-Harouni, M Shafique… - 2016 IEEE/ACM …, 2016 - ieeexplore.ieee.org
This paper presents an architectural-space exploration methodology for designing
approximate multipliers. Unlike state-of-the-art, our methodology generates various design …

[PDF][PDF] Accept: A programmer-guided compiler framework for practical approximate computing

A Sampson, A Baixo, B Ransford… - … Report UW-CSE …, 2015 - dada.cs.washington.edu
Approximate computing trades off accuracy for better performance and energy efficiency. It
offers promising optimization opportunities for a wide variety of modern applications, from …

Approximate computing: A survey of recent trends—bringing greenness to computing and communication

HB Barua, KC Mondal - Journal of The Institution of Engineers (India) …, 2019 - Springer
Energy-efficient computing is a much needed technological advantage for future.
Approximate or inexact computing is a computing paradigm that can trade energy and …

Approxilyzer: Towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency

R Venkatagiri, A Mahmoud, SKS Hari… - 2016 49th Annual …, 2016 - ieeexplore.ieee.org
Approximate computing environments trade off computational accuracy for improvements in
performance, energy, and resiliency cost. For widespread adoption of approximate …

Exploiting errors for efficiency: A survey from circuits to applications

P Stanley-Marbell, A Alaghi, M Carbin… - ACM Computing …, 2020 - dl.acm.org
When a computational task tolerates a relaxation of its specification or when an algorithm
tolerates the effects of noise in its execution, hardware, system software, and programming …