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  4. Designing inexact systems efficiently using elimination heuristics
 
conference paper

Designing inexact systems efficiently using elimination heuristics

Venkataraman, Shyamsundar
•
Kumar, Akash
•
Schlachter, Jérémy  
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2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition
DATE '15 Design, Automation & Test in Europe Conference & Exhibition

There are a wide variety of applications that are able to tolerate small errors in the values of the outputs, provided they are within the application-specific thresholds. For such applications, there have been many efforts to study the tradeoff involved in the accuracy of the output and the energy/area requirement. However, most of the efforts have been at the level of individual components. In this article, we present a design flow to study the inexactness at the level of system and provide heuristics to quickly explore the design-space under given inexactness and area/energy constraints. The approach is applied to various digital signal processing filters and an ECG application of QRS detection. In both cases, orders of magnitude speed-ups are obtained in the design-flow process. Area savings of 21.61% and power savings of 22.79% were observed for a low-pass filter having a relative error of just 8E-5%.

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Type
conference paper
DOI
10.7873/DATE.2015.1115
Author(s)
Venkataraman, Shyamsundar
Kumar, Akash
Schlachter, Jérémy  
Enz, Christian  
Date Issued

2015

Published in
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition
ISBN of the book

978-3-9815370-4-8

Start page

758

End page

763

Subjects

Approximate Circuits

URL

URL

http://dl.acm.org/citation.cfm?id=2755926
Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
ICLAB  
Event nameEvent place
DATE '15 Design, Automation & Test in Europe Conference & Exhibition

Grenoble, France

Available on Infoscience
November 5, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/120436
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