• DocumentCode
    3306511
  • Title

    Evaluation of regularity acquired by neural networks for circadian data fluctuation

  • Author

    Cisse, Y. ; Kinouchi, Yohsuke ; Nagashino, H. ; Akutagawa, M.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Tokushima Univ., Japan
  • Volume
    2
  • fYear
    1999
  • fDate
    36434
  • Abstract
    Homeostatic dynamics of wake-sleep circadian rhythm has been identified by BP neural networks through the fluctuation of measured data. The neural networks are considered to have acquired a regular component of the fluctuation which also includes a random component. A method is proposed here to evaluate both components from measured data and applied to analysis of the dynamics represented by the neural networks
  • Keywords
    backpropagation; biocontrol; fluctuations; identification; sleep; BP neural networks; circadian data fluctuation; homeostatic dynamics; neural networks; random component; regular component; regularity; wake-sleep circadian rhythm; Back; Circadian rhythm; Earth; Electronic mail; Fluctuations; Medical diagnosis; Medical diagnostic imaging; Neural networks; Signal analysis; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    [Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
  • Conference_Location
    Atlanta, GA
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5674-8
  • Type

    conf

  • DOI
    10.1109/IEMBS.1999.804076
  • Filename
    804076
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3306511