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Numerical Data Representations for FPGA-Based Scientific Computing

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3 Author(s)
Constantinides, G.A. ; Imperial Coll. London, London, UK ; Kinsman, A.B. ; Nicolici, N.

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.

Published in:

Design & Test of Computers, IEEE  (Volume:28 ,  Issue: 4 )

Date of Publication:

July-Aug. 2011

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