DocumentCode
2873550
Title
Low Power Probabilistic Floating Point Multiplier Design
Author
Gupta, Aman ; Mandavalli, Satyam ; Mooney, Vincent J. ; Ling, Keck-voon ; Basu, Arindam ; Johan, Henry ; Tandianus, Budianto
Author_Institution
Int. Inst. of Inf. Technol., Hyderabad, India
fYear
2011
fDate
4-6 July 2011
Firstpage
182
Lastpage
187
Abstract
We present a low power probabilistic floating point multiplier. Probabilistic computation has been shown to be a technique for achieving energy efficient designs. As best known to the authors, this is the first attempt to use probabilistic digital logic to attain low power in a floating point multiplier. To validate the approach, probabilistic multiplications are introduced in a ray tracing algorithm used in computer graphics applications. It is then shown that energy savings of around 31% can be achieved in a ray tracing algorithm´s floating point multipliers with negligible degradation in the perceptual quality of the generated image.
Keywords
logic design; ray tracing; computer graphic application; low power probabilistic floating point multiplier design; probabilistic digital logic; ray tracing algorithm; Adders; Arrays; Error analysis; Hardware design languages; Logic gates; Probabilistic logic; Ray tracing; floating point multiplication; probabilistic computation;
fLanguage
English
Publisher
ieee
Conference_Titel
VLSI (ISVLSI), 2011 IEEE Computer Society Annual Symposium on
Conference_Location
Chennai
ISSN
2159-3469
Print_ISBN
978-1-4577-0803-9
Electronic_ISBN
2159-3469
Type
conf
DOI
10.1109/ISVLSI.2011.54
Filename
5992502
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