Detail výsledku

Inexact Arithmetic Operators

SEKANINA, L.; VAŠÍČEK, Z.; MRÁZEK, V. Inexact Arithmetic Operators. In Approximate Computing Techniques. Cham: Springer International Publishing, 2022. p. 81-107. ISBN: 978-3-030-94704-0.
Typ
kapitola, resp. kapitoly v odborné knize
Jazyk
anglicky
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Abstrakt

Approximate implementations of arithmetic circuits have been developed to find the best trade-offs between the key circuit parameters (such as energy, area, and delay) and the error of arithmetic operations. This chapter discusses various methodological aspects of developing approximate arithmetic circuits, including design abstractions, number representation, error analysis methods, and particular design methods. We survey problem-specific methods proposed for the manual design of approximate adders and multipliers. The circuit approximation problem is also formulated as a multi-objective optimization problem that can be solved by a suitable automated circuit design method. A comprehensive open-source library EvoAppoxLib of approximate circuits that was automatically generated by one of the automated methods is introduced. We stress the importance of correct evaluation and comparison of approximate implementations and a proper benchmarking methodology. Finally, two case studies demonstrate some frequently overlooked issues related to the selected error analysis approaches.

Klíčová slova

approximate circuit, adder, multiplier, design method, multi-objective design

URL
Rok
2022
Strany
81–107
Kniha
Approximate Computing Techniques
ISBN
978-3-030-94704-0
Vydavatel
Springer International Publishing
Místo
Cham
DOI
EID Scopus
BibTeX
@inbook{BUT178212,
  author="Lukáš {Sekanina} and Zdeněk {Vašíček} and Vojtěch {Mrázek}",
  title="Inexact Arithmetic Operators",
  booktitle="Approximate Computing Techniques",
  year="2022",
  publisher="Springer International Publishing",
  address="Cham",
  pages="81--107",
  doi="10.1007/978-3-030-94705-7\{_}4",
  isbn="978-3-030-94704-0",
  url="https://link.springer.com/book/10.1007/978-3-030-94705-7"
}
Soubory
Projekty
Návrh, optimalizace a evaluace aplikačně specifických počítačových systémů, VUT, Vnitřní projekty VUT, FIT-S-20-6309, zahájení: 2020-03-01, ukončení: 2023-02-28, ukončen
Navrhování a využívání knihoven aproximativních obvodů, GAČR, Standardní projekty, GA19-10137S, zahájení: 2019-01-01, ukončení: 2021-12-31, ukončen
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