• DocumentCode
    1457034
  • Title

    Comments on "The unreasonable effectiveness of neural network approximation" [with reply]

  • Author

    Lavretsky, Eugene

  • Author_Institution
    Phantom Works, Boeing Co., Longbeach, CA, USA
  • Volume
    46
  • Issue
    3
  • fYear
    2001
  • fDate
    3/1/2001 12:00:00 AM
  • Firstpage
    511
  • Lastpage
    513
  • Abstract
    This paper discusses the misleading nature of the rate of approximation result reported in the paper by Dingankar (ibid. vol.44, 1999). In reply, Dingankar explains why the original statement of the theorem in that paper is correct as it stands, and clarifies the statements in the original paper. He points out how a proper understanding of the terminology resolves the first objection of the commentator and briefly outlines the directions he is pursuing in a separate research based on the second and the third recommendations.
  • Keywords
    function approximation; neural nets; approximation rate; neural network; rational approximation; Asymptotic stability; Automatic control; Equations; Error correction; Large-scale systems; Neural networks; Output feedback; Robust control; State feedback;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.911436
  • Filename
    911436