• DocumentCode
    328257
  • Title

    Using of the corrected reclassification method estimation for the recognition system tuning

  • Author

    Arbekov, I.M. ; Artamonov, S.M.

  • Author_Institution
    Sci. Centre of Neurocomput., Acad. of Sci., Moscow, Russia
  • Volume
    1
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    391
  • Abstract
    A synthesis of a recognition system with variable structure for recognition of two pattern classes is considered. The system is a three layer neural network (NN). The NN consists of linear threshold elements. The first layer tuning uses the recognition exactness estimation for the reclassification method. This method is called "with examination on the training set".
  • Keywords
    multilayer perceptrons; pattern classification; threshold elements; corrected reclassification method estimation; linear threshold elements; recognition system tuning; three layer neural network; variable structure; Bayesian methods; Frequency estimation; Histograms; Hydrogen; Network synthesis; Neural networks; Pattern recognition; Probability density function; Random variables; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.713939
  • Filename
    713939
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=328257