• DocumentCode
    1231969
  • Title

    A neural network model for invariant pattern recognition

  • Author

    Srinivasa, Narayan ; Jouaneh, Musa

  • Author_Institution
    Dept. of Mech. Eng., Rhode Island Univ., Kingston, RI, USA
  • Volume
    40
  • Issue
    6
  • fYear
    1992
  • fDate
    6/1/1992 12:00:00 AM
  • Firstpage
    1595
  • Lastpage
    1599
  • Abstract
    A neural network is proposed to achieve invariant pattern recognition to binary inputs based on a computation of the invariance net and the ART1 neural network. Computer simulations show that the new network is plastic to unfamiliar inputs and requires no explicit training of the inputs
  • Keywords
    computerised pattern recognition; invariance; neural nets; ART1 neural network; binary inputs; computer simulations; invariance net; invariant pattern recognition; neural network model; Computer simulation; Hidden Markov models; Neural networks; Notice of Violation; Pattern recognition; Signal processing; Speech processing; Speech recognition; Springs; Vocabulary;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.139270
  • Filename
    139270
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1231969