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154
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IPPS
2009
IEEE
15 years 9 months ago
Singular value decomposition on GPU using CUDA
Linear algebra algorithms are fundamental to many computing applications. Modern GPUs are suited for many general purpose processing tasks and have emerged as inexpensive high per...
Sheetal Lahabar, P. J. Narayanan
128
Voted
ICPP
2008
IEEE
15 years 9 months ago
On the Design of Fast Pseudo-Random Number Generators for the Cell Broadband Engine and an Application to Risk Analysis
Numerical simulations in computational physics, biology, and finance, often require the use of high quality and efficient parallel random number generators. We design and optimi...
David A. Bader, Aparna Chandramowlishwaran, Virat ...
109
Voted
ICPR
2008
IEEE
15 years 9 months ago
Harmonic mean for subspace selection
Under the homoscedastic Gaussian assumption, it has been shown that Fisher’s linear discriminant analysis (FLDA) suffers from the class separation problem when the dimensionalit...
Wei Bian, Dacheng Tao
146
Voted
IROS
2008
IEEE
250views Robotics» more  IROS 2008»
15 years 9 months ago
Centroidal Momentum Matrix of a humanoid robot: Structure and properties
— The centroidal momentum of a humanoid robot is the sum of the individual link momenta, after projecting each to the robot’s Center of Mass (CoM). Centroidal momentum is a lin...
David E. Orin, Ambarish Goswami
117
Voted
RECONFIG
2008
IEEE
224views VLSI» more  RECONFIG 2008»
15 years 9 months ago
Automatic Construction of Large-Scale Regular Expression Matching Engines on FPGA
—We present algorithms for implementing large-scale regular expression matching (REM) on FPGA. Based on the proposed algorithms, we develop tools that first transform regular ex...
Yi-Hua E. Yang, Viktor K. Prasanna