• DocumentCode
    1644309
  • Title

    Application of knowledge-based cascade-correlation to vowel recognition

  • Author

    Rivest, François ; Shultz, Thomas R.

  • Author_Institution
    Sch. of Comput. Sci., McGill Univ., Montreal, Que., Canada
  • Volume
    1
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Firstpage
    53
  • Lastpage
    58
  • Abstract
    Neural network algorithms are usually limited in their ability to use prior knowledge automatically. A recent algorithm, a knowledge-based cascade-correlation (KBCC), extends the cascade-correlation by evaluating and recruiting previously learned networks in its architecture. In this paper, we describe KBCC and illustrate its performance on the problem of recognizing vowels
  • Keywords
    correlation methods; knowledge based systems; learning (artificial intelligence); neural nets; speech recognition; cascade-correlation; knowledge-based systems; learning; neural network; speech recognition; vowel recognition; Application software; Artificial neural networks; Computer science; Humans; Impedance matching; Neural networks; Psychology; Recruitment; Silver; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7278-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2002.1005441
  • Filename
    1005441
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1644309