Open AccessParallel Implementation of Back-Propagation Neural Network Software on SMP Computers
Author(s) -
Victor G. Tsaregorodtsev
Publication year - 2005
Publication title -
lecture notes in computer science
Language(s) - English
Resource type - Book series
SCImago Journal Rank - 0.249
H-Index - 400
eISSN - 1611-3349
pISSN - 0302-9743
ISBN - 3-540-28126-6
DOI - 10.1007/11535294_16
Subject(s) - computer science , speedup , artificial neural network , parallel computing , backpropagation , software , set (abstract data type) , artificial intelligence , operating system , programming language
Experiments of neural network training procedure parallelization are conducted. Several styles of parallelization are described and compared, estimations of neural network size and training set size that allow speedup on two-processors SMP machine are obtained.
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