Efficiency estimation of parallel algorithms for multilayer perceptron modeling

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Authors: Simonov V. V.

Annotation: There is a brief descri ption for parallel algorithm for modeling of multilayer perceptron and iRprop learning algorithm, introduced in this article. The algorithms has been developed using parallel calculations with shared memory model and parallel instructions for CPU. The performance comparison for serial and parallel programs and the analysis of their dynamics over the past 6 years have been done.

Keywords: multilayer perceptron, multilayer perceptron training, parallel calculations with shared memory, simd instructions