• DocumentCode
    3640112
  • Title

    MOBD: a neural network algorithm with symmetry constraints

  • Author

    A. Dumitras;V. Lazarescu

  • Author_Institution
    Dept. of Electron. & Telecommun., Bucharest Univ., Romania
  • Volume
    2
  • fYear
    1996
  • Firstpage
    1429
  • Abstract
    This paper addresses the problem of pruning feedforward neural networks, with symmetry constraints. A simple algorithm is presented (MOBD=modified optimal brain damage), which leads to sparse weight matrices. We evaluate its performance on "chirp" signals.
  • Keywords
    "Neural networks","Biological neural networks","Feedforward neural networks","Signal processing algorithms","Testing","Sparse matrices","Symmetric matrices","Mean square error methods","Pattern recognition","Filtering theory"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 1996., 3rd International Conference on
  • Print_ISBN
    0-7803-2912-0
  • Type

    conf

  • DOI
    10.1109/ICSIGP.1996.571125
  • Filename
    571125
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3640112