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IJCNN
2007
IEEE
15 years 4 months ago
Parallel Learning of Large Fuzzy Cognitive Maps
— Fuzzy Cognitive Maps (FCMs) are a class of discrete-time Artificial Neural Networks that are used to model dynamic systems. A recently introduced supervised learning method, wh...
Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz
SBACPAD
2007
IEEE
128views Hardware» more  SBACPAD 2007»
15 years 4 months ago
Node Level Primitives for Parallel Exact Inference
We present node level primitives for parallel exact inference on an arbitrary Bayesian network. We explore the probability representation on each node of Bayesian networks and eac...
Yinglong Xia, Viktor K. Prasanna
DATE
2006
IEEE
104views Hardware» more  DATE 2006»
15 years 3 months ago
Contrasting a NoC and a traditional interconnect fabric with layout awareness
Increasing miniaturization is posing multiple challenges to electronic designers. In the context of Multi-Processor System-onChips (MPSoCs), we focus on the problem of implementin...
Federico Angiolini, Paolo Meloni, Salvatore Carta,...
IPPS
2006
IEEE
15 years 3 months ago
Grid solutions for biological and physical cross-site simulations on the TeraGrid
Computational grids and grid middleware offer unprecedented computational power and storage capacity, and thus, have opened the possibility of solving problems that were previousl...
Suchuan Dong, Nicholas T. Karonis, George E. Karni...
IPPS
2006
IEEE
15 years 3 months ago
A study of MPI performance analysis tools on Blue Gene/L
Applications on todays massively parallel supercomputers rely on performance analysis tools to guide them toward scalable performance on thousands of processors. However, conventi...
I-Hsin Chung, Robert Walkup, Hui-Fang Wen, Hao Yu