• DocumentCode
    358191
  • Title

    A novel method to stop neural network training

  • Author

    Iyer, Mahesh S. ; Rhinehart, R. Russell

  • Author_Institution
    Dresser-Rand Control Syst., Houston, TX, USA
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    929
  • Abstract
    A novel approach of stopping neural network training has been evaluated. The approach improves data utilization, provides a statistical rationale to stop training, and seems to present a robust method for automating the stopping of neural network training
  • Keywords
    learning (artificial intelligence); neural nets; stability; statistical analysis; data utilization; neural network training stopping; robust method; statistical rationale; Chemical engineering; Control systems; Costs; Humans; Monitoring; Neural networks; Productivity; Robustness; Steady-state; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2000. Proceedings of the 2000
  • Conference_Location
    Chicago, IL
  • ISSN
    0743-1619
  • Print_ISBN
    0-7803-5519-9
  • Type

    conf

  • DOI
    10.1109/ACC.2000.876636
  • Filename
    876636
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=358191