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» Singular value decomposition on GPU using CUDA
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IPPS
2009
IEEE
13 years 11 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
PCI
2001
Springer
13 years 8 months ago
An Experimental Evaluation of a Monte-Carlo Algorithm for Singular Value Decomposition
We demonstrate that an algorithm proposed by Drineas et. al. in [7] to approximate the singular vectors/values of a matrix A, is not only of theoretical interest but also a fast, v...
Petros Drineas, Eleni Drinea, Patrick S. Huggins
IJCSA
2006
197views more  IJCSA 2006»
13 years 4 months ago
Applying SVD on Generalized Item-based Filtering
In this paper we examine the use of a matrix factorization technique called Singular Value Decomposition (SVD) along with demographic information
Manolis G. Vozalis, Konstantinos G. Margaritis
ICASSP
2011
IEEE
12 years 8 months ago
Parallel implementation of Multi-dimensional Ensemble Empirical Mode Decomposition
In this paper, we propose and evaluate two parallel implementations of Multi-dimensional Ensemble Empirical Mode Decomposition (MEEMD) for multi-core (CPU) and many-core (GPU) arc...
Li-Wen Chang, Men-Tzung Lo, Nasser Anssari, Ke-Hsi...
SIVP
2010
197views more  SIVP 2010»
13 years 2 months ago
Video watermarking using wavelet transform and tensor algebra
We present a robust, hybrid non-blind MPEG video watermarking technique based on a high-order tensor singular value decomposition and the discrete wavelet transform (DWT). The core...
Emad E. Abdallah, A. Ben Hamza, Prabir Bhattachary...