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2004 International Symposium on Parallel Architectures, Algorithms and Networks (ISPAN'04)
How to Parallelize Cellular Neural Networks on Cluster Architectures
Hong Kong, SAR, China
May 10-May 12
ISBN: 0-7695-2135-5
ASCII Text
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Thomas Weish?upl, Erich Schikuta, "How to Parallelize Cellular Neural Networks on Cluster Architectures," Parallel Architectures, Algorithms, and Networks, International Symposium on, pp. 439, 2004 International Symposium on Parallel Architectures, Algorithms and Networks (ISPAN'04), 2004.
 
 
BibTex
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@article{ 10.1109/ISPAN.2004.1300519,
author = {Thomas Weish?upl and Erich Schikuta},
title = {How to Parallelize Cellular Neural Networks on Cluster Architectures},
journal ={Parallel Architectures, Algorithms, and Networks, International Symposium on},
volume = {0},
year = {2004},
issn = {1087-4089},
pages = {439},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISPAN.2004.1300519},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Parallel Architectures, Algorithms, and Networks, International Symposium on
TI - How to Parallelize Cellular Neural Networks on Cluster Architectures
SN - 1087-4089
SP
EP
A1 - Thomas Weish?upl,
A1 - Erich Schikuta,
PY - 2004
KW - null
VL - 0
JA - Parallel Architectures, Algorithms, and Networks, International Symposium on
ER -
 
Thomas Weish?upl, University of Vienna, Austria
Erich Schikuta, University of Vienna, Austria
In this paper we present "Rules of Thumb" for the efficient and straight-forward parallelization of Cellular Neural Networks (CNNs) processing image data on cluster architectures. The rules result from the application and optimization of the simple but effective structural data parallel approach, which is based on the SPMD model. Digital gray-scale images were used to evaluate the optimized parallel cellular neural network program. The process of parallelizing the algorithm employs HPF to generate an MPI-based program.
Citation:
Thomas Weish?upl, Erich Schikuta, "How to Parallelize Cellular Neural Networks on Cluster Architectures," ispan, pp.439, 2004 International Symposium on Parallel Architectures, Algorithms and Networks (ISPAN'04), 2004
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