Parallel processing of data flow by artificial neural networks on the CUDA platform

Authors

  • Вячеслав Александрович Колбасин Национальный технический университет «Харьковский политехнический институт» ул. Фрунзе, 21, г. Харьков, Украина, 61002, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2011.1560

Keywords:

Аrtificial neural network, CUDA

Abstract

The software implementation of a backpropagation artificial neural network (ANN) on massive parallel computing platform CUDA is proposed

Author Biography

Вячеслав Александрович Колбасин, Национальный технический университет «Харьковский политехнический институт» ул. Фрунзе, 21, г. Харьков, Украина, 61002

Кандидат технических наук

Кафедра системного анализа и управления

References

  1. Бодянский, Е.В. Искусственные нейронные сети [Текст] / О. Г. Руденко, Е. В. Бодянский. - Х.: Компания СМИТ, 2005. - 408 с.
  2. Осовский, С. Нейронные сети для обработки информации [Текст] / С. Осовский. – М. Финансы и статистика, 2004. – 344 с.
  3. NVidia CUDA Programming Guide [Электронный ресурс] / NVidia Corp, 2008. – Режим доступа: http://developer.download.nvidia.com/compute/cuda/3_2/toolkit/docs/CUDA_C_Progra-ming_Guide.pdf. - 10.05.2011 г. - Загл. с экрана.
  4. Боресков, А.В. Основы работы с технологией CUDA [Текст] / А.В. Боресков, А.А. Харламов. – М.:ДМК Пресс, 2010. – 232 с.
  5. Jang, H. H. Neural Network Implementation Using CUDA and OpenMP [Текст] / H.H. Jang, A.J. Park, K.C. Jung // Proceeding of Computing: Techniques and Applications, 2008. - p. 155–161.
  6. Uetz, R. Large-scale Object Recognition with CUDA-accelerated Hierarchical Neural Networks Intelligent Computing and Intelligent Systems / R. Uetz, S. Behnke // Proceeding of Intelligent computing and Intelligent Systems, 2009. – p. 536 – 541.

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How to Cite

Колбасин, В. А. (2011). Parallel processing of data flow by artificial neural networks on the CUDA platform. Eastern-European Journal of Enterprise Technologies, 3(3(51), 54–57. https://doi.org/10.15587/1729-4061.2011.1560

Issue

Vol. 3 No. 3(51) (2011): Control systems

Section

Control systems

License

Copyright (c) 2014 Вячеслав Александрович Колбасин

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