Design and Analysis of a Leading One Detectorbased Approximate Multiplier on FPGA
Konferenz: SMACD / PRIME 2021 - International Conference on SMACD and 16th Conference on PRIME
19.07.2021 - 22.07.2021 in online
Tagungsband: SMACD / PRIME 2021
Seiten: 4Sprache: EnglischTyp: PDF
Scarfone, Salvatore; Frustaci, Fabio (Department of Informatics, Modeling, Electronics and System Engineering, University of Calabria, Arcavacata di Rende, Italy)
Perri, Stefania (Department of Mechanical, Energy and Management Engineering, University of Calabria, Arcavacata di Rende, Italy)
In the context of error-tolerant applications, several approximate multipliers have been proposed to trade the energy consumption with the result accuracy. Unlikely, most of them are conceived for Application Specific Integrated Circuits and they can not be implemented on Field Programmable Gate Arrays due to their unique hardware structure. Among the others, the Leading One Detector-based approximate multipliers have attracted a lot of interest due to their efficiency. Nevertheless, a complete characterization of this kind of multipliers on Field Programmable Gate Arrays is still missing. This paper presents a thorough analysis of the approximate multiplier known as Dynamic Range Unbiased Multiplier when implemented on Field Programmable Gate Arrays, and it provides useful design guidelines to get the optimum energyquality trade-off. Moreover, a simple approximation strategy is proposed to further increase the multiplier efficiency, leading to an energy reduction of up to 34% and a quality increase of up to 43% with respect to the conventional structure. Finally, the possibility of enhancing the referred approximate multiplier with a dynamically tuning of the energy-quality trade-off is analysed.