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» Parallel matrix algorithms and applications
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PPAM
2007
Springer
15 years 9 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...
121
Voted
ICPPW
2002
IEEE
15 years 8 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
144
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PAMI
2011
14 years 10 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 ...
131
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FPGA
2005
ACM
174views FPGA» more  FPGA 2005»
15 years 9 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...
143
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CVPR
2009
IEEE
15 years 7 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