• DocumentCode
    3497825
  • Title

    Comparison of neural networks-based ANARX and NARX models by application of correlation tests

  • Author

    Nõmm, Sven ; Kotta, Ülle

  • Author_Institution
    Control Syst. Dept., Tallinn Univ. of Technol., Tallinn, Estonia
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    2113
  • Lastpage
    2118
  • Abstract
    A correlation-test-based validation procedure is applied in this study to compare neural networks based nonlinear autoregressive exogenous model class to its subclass of additive nonlinear autoregressive exogenous models.
  • Keywords
    autoregressive processes; neural nets; ANARX model; additive NARX; additive nonlinear autoregressive exogenous model; correlation-test-based validation procedure; neural network; nonlinear autoregressive exogenous model class; Artificial neural networks; Computational modeling; Correlation; Data models; Mathematical model; Nonlinear systems; Numerical models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2011 International Joint Conference on
  • Conference_Location
    San Jose, CA
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4244-9635-8
  • Type

    conf

  • DOI
    10.1109/IJCNN.2011.6033489
  • Filename
    6033489
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3497825