• DocumentCode
    1123664
  • Title

    Training the higher order moment neural array

  • Author

    Porter, William A. ; Ligade, Shailesh

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Alabama Univ., Huntsville, AL, USA
  • Volume
    42
  • Issue
    7
  • fYear
    1994
  • fDate
    7/1/1994 12:00:00 AM
  • Firstpage
    1884
  • Lastpage
    1887
  • Abstract
    The research summarized in the present paper is concerned with an algorithm which stores information and provides a learning capability. This algorithm is affiliated with a class of neural networks which are referred to as higher order moment neural arrays. The algorithm may be viewed as a generalized training procedure for the affiliated networks
  • Keywords
    learning (artificial intelligence); neural nets; signal processing; HOMNA; affiliated networks; generalized training procedure; higher order moment neural array; learning capability; neural network; Array signal processing; Artificial neural networks; Backpropagation algorithms; Biological system modeling; Biomedical signal processing; Circuits; Digital filters; Multidimensional signal processing; Neural networks; Signal processing algorithms;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.298308
  • Filename
    298308