• DocumentCode
    1936626
  • Title

    Constraining learning linear neural networks for inverting of complex matrices

  • Author

    Huang, De-Shuang ; Chi, Zheru

  • fYear
    2001
  • fDate
    15-19 July 2001
  • Abstract
    This paper proposes using linear feedfonvard neural networks trained by constrained learning algorithm (CLA) to find the inversion of nonsingular complex matrix (A) . Where the corresponding constraint relations for this problem is just AA´ = I (where A´ is the inverse matrix of A and I is the identity matrix). Finally, some experimental results are reported and discussed.
  • Keywords
    Adaptive filters; Constraint optimization; Filtering algorithms; Image processing; Learning systems; Neural networks; Pattern recognition; Polynomials; Radial basis function networks; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
  • Conference_Location
    Washington, DC, USA
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7044-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2001.1016715
  • Filename
    1016715