• DocumentCode
    3252044
  • Title

    Method of deciding ANNs parameters for pattern recognition

  • Author

    Watanabe, Shin ; Iijima, Noriko ; Sone, Mototaka ; Mitsui, Hideo ; Yoshida, Yukio

  • Author_Institution
    Musashi Inst. of Technol., Tokyo, Japan
  • Volume
    4
  • fYear
    1992
  • fDate
    7-11 Jun 1992
  • Firstpage
    19
  • Abstract
    A method for tuning artificial neural network (ANN) parameters for pattern recognition is described. A pattern recognition experiment carried out for phoneme recognition of English pure vowels in ANNs is presented. The significant of parameters that affect recognition rate seriously are defined. To determine the influence of these parameters on the recognition rate a tuning method is given. The tuning method is independent of the recognition rate
  • Keywords
    neural nets; speech recognition; English pure vowels; artificial neural network; pattern recognition; phoneme recognition; recognition rate; tuning method; Artificial neural networks; Character recognition; Optimization methods; Pattern recognition; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1992. IJCNN., International Joint Conference on
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    0-7803-0559-0
  • Type

    conf

  • DOI
    10.1109/IJCNN.1992.227295
  • Filename
    227295
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3252044