DocumentCode :
3696159
Title :
On hardware solution of dense linear systems via Gauss-Jordan Elimination
Author :
M. Tarek Ibn Ziad;Yousra Alkabani;M. Watheq El-Kharashi
Author_Institution :
Computer and Systems Engineering Department, Ain Shams University, Cairo, Egypt
fYear :
2015
Firstpage :
364
Lastpage :
369
Abstract :
Gauss-Jordan Elimination (GJE) is a popular method for solving systems of linear equations. Much work has been done to design high throughput, low cost, FPGA-based architectures for GJE. However, as the interest in energy efficient designs increases, power consumption becomes a prevalent metric that must be considered in any FPGA-based implementation. In this paper, we present a scalable architecture that can efficiently solve any generic system of linear equations using GJE with a single-precision floating-point accuracy and reasonable power and area overheads. Comparisons with two previous implementations show the efficiency of our design.
Keywords :
"Mathematical model","Hardware","Field programmable gate arrays","Computer architecture","Sparse matrices","Random access memory","Algorithm design and analysis"
Publisher :
ieee
Conference_Titel :
Communications, Computers and Signal Processing (PACRIM), 2015 IEEE Pacific Rim Conference on
Electronic_ISBN :
2154-5952
Type :
conf
DOI :
10.1109/PACRIM.2015.7334863
Filename :
7334863
Link To Document :
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