Title
Numerical Data Representations for FPGA-Based Scientific Computing
Abstract
Editor's note:Data representation is an important problem for scientific computing problems that are mapped to FPGAs. The key challenge here is to derive best trade-offs between precision and performance. This article describes methods to manage the complexity associated with the analysis of data representation techniques so that we thereby understand precision/performance trade-offs.—Krishnendu Chakrabarty, IEEE Design & Test editor in chief
Year
DOI
Venue
2011
10.1109/MDT.2011.48
IEEE Design & Test of Computers
Keywords
Field
DocType
electronic engineering computing,field programmable gate arrays,logic design,FPGA,data representation technique,scientific computing,FPGA,computer arithmetic,finite precision,fixed-point,floating-point,numerical data representation,reconfigurable system,scientific computing
Logic synthesis,Signal processing,Data analysis,Floating point,Computer science,Electronic engineering,Theoretical computer science,Computational science,Fixed point,Computer engineering,External Data Representation,Numerical models,Field-programmable gate array
Journal
Volume
Issue
ISSN
28
4
0740-7475
Citations 
PageRank 
References 
8
0.57
0
Authors
3
Name
Order
Citations
PageRank
George A. Constantinides11391160.26
Adam B. Kinsman214110.05
Nicola Nicolici380759.91