Parallel-hierarchical networks with formation of the normalizing equation using controlling training for classification of images of laser beam profiles

Authors

  • Andrii Anatoliiovych Yarovyi Vinnytsia National Technical University
  • Leonid Ivanovych Tymchenko State Economic and Technological University of Transport
  • Maksym Serhiiovych Mateichuk Vinnytsia National Technical University

Keywords:

image processing, laser beam profiling, parallel-hierarchical networks, GPGPU

Abstract

The features of image classification of laser beam profiles using parallel-hierarchical networks are considered. The development of structures and models of parallel-hierarchical networks with formation of the normalizing equation using controlling training are offered. The experimental research on the base of GPU-oriented hardware platform is carrying out.

 

Author Biographies

Andrii Anatoliiovych Yarovyi, Vinnytsia National Technical University

Doctor of Science (Eng.), Associate Professor, Professor of Computer Science Department

Leonid Ivanovych Tymchenko, State Economic and Technological University of Transport

Doctor of Science (Eng.), Professor, Head of Telecommunicational Technologise and Automatics

Maksym Serhiiovych Mateichuk, Vinnytsia National Technical University

Graduate Student of Computer Science Department

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How to Cite

[1]
A. A. Yarovyi, L. I. Tymchenko, and M. S. Mateichuk, “Parallel-hierarchical networks with formation of the normalizing equation using controlling training for classification of images of laser beam profiles”, ІТКІ, vol. 31, no. 3, Feb. 2015.

Issue

Vol. 31 No. 3 (2014): Information Technology and Computer Engineering

Section

Computer systems and components

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