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» Parallel matrix algorithms and applications
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PPAM
2007
Springer
15 years 6 months ago
Cloth Simulation in the SILC Matrix Computation Framework: A Case Study
This paper presents a case study of numerical simulations in an easy-to-use matrix computation framework named Simple Interface for Library Collections (SILC), which allows users t...
Tamito Kajiyama, Akira Nukada, Reiji Suda, Hidehik...
86
Voted
ICPPW
2002
IEEE
15 years 5 months ago
A Programming Methodology for Designing Block Recursive Algorithms on Various Computer Networks
In this paper, we use the tensor product notation as the framework of a programming methodology for designing block recursive algorithms on various computer networks. In our previ...
Min-Hsuan Fan, Chua-Huang Huang, Yeh-Ching Chung
PAMI
2011
14 years 7 months ago
Parallel Spectral Clustering in Distributed Systems
Spectral clustering algorithms have been shown to be more effective in finding clusters than some traditional algorithms such as k-means. However, spectral clustering suffers fro...
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen ...
109
Voted
FPGA
2005
ACM
174views FPGA» more  FPGA 2005»
15 years 6 months ago
64-bit floating-point FPGA matrix multiplication
We introduce a 64-bit ANSI/IEEE Std 754-1985 floating point design of a hardware matrix multiplier optimized for FPGA implementations. A general block matrix multiplication algor...
Yong Dou, Stamatis Vassiliadis, Georgi Kuzmanov, G...
CVPR
2009
IEEE
15 years 4 months ago
Nonnegative Matrix Factorization with Earth Mover's Distance metric
Nonnegative Matrix Factorization (NMF) approximates a given data matrix as a product of two low rank nonnegative matrices, usually by minimizing the L2 or the KL distance between ...
Roman Sandler, Michael Lindenbaum