Faculty of Information Technology, BUT

Publication Details

Role of circuit representation in evolutionary design of energy-efficient approximate circuits

MRÁZEK Vojtěch, VAŠÍČEK Zdeněk and HRBÁČEK Radek. Role of circuit representation in evolutionary design of energy-efficient approximate circuits. IET Computers & Digital Techniques, vol. 2018, no. 4, pp. 139-149. ISSN 1751-8601. Available from: http://digital-library.theiet.org/content/journals/10.1049/iet-cdt.2017.0188
Czech title
Role reprezentace obvodů v evolučním návrhu energeticky efektivních aproximačních obvodů
Type
journal article
Language
english
Authors
URL
Keywords
Approximate computing, Evolutionary design, Representation, Arithmetic circuits
Abstract
Circuit approximation has been introduced in recent years as a viable method for constructing energy-efficient electronic systems. An open problem is how to effectively obtain approximate circuits showing good compromises between key circuit parameters - the error, power consumption, area and delay. The use of evolutionary algorithms in the task of circuit approximation has led to promising results. Unfortunately, only relatively small circuit instances have been tackled because of the scalability problems of the evolutionary design method. This study demonstrates how to push the limits of the evolutionary design by choosing a more suitable representation on the one hand and a more efficient fitness function on the other hand. In particular, the authors show that employing full adders as building blocks leads to more efficient approximate circuits. The authors focused on the approximation of key arithmetic circuits such as adders and multipliers. While the evolutionary design of adders represents a rather easy benchmark problem, the design of multipliers is known to be one of the hardest problems. The authors evolved a comprehensive library of energy-efficient 12-bit multipliers with a guaranteed worst-case error. The library consists of 65 Pareto dominant solutions considering power, delay, area and error as design objectives.
Published
2018
Pages
139-149
Journal
IET Computers & Digital Techniques, vol. 2018, no. 4, ISSN 1751-8601
Publisher
The Institution of Engineering and Technology
DOI
BibTeX
@ARTICLE{FITPUB11515,
   author = "Vojt\v{e}ch Mr\'{a}zek and Zden\v{e}k Va\v{s}\'{i}\v{c}ek and Radek Hrb\'{a}\v{c}ek",
   title = "Role of circuit representation in evolutionary design of energy-efficient approximate circuits",
   pages = "139--149",
   journal = "IET Computers \& Digital Techniques",
   volume = 2018,
   number = 4,
   year = 2018,
   ISSN = "1751-8601",
   doi = "10.1049/iet-cdt.2017.0188",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11515"
}
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