• DocumentCode
    973035
  • Title

    Nonlinear analysis of the hippocampal subfields of CA1 and the dentate gyrus

  • Author

    Ning, Taikang ; Bronzino, Joseph D.

  • Author_Institution
    Dept. of Eng. & Comput. Sci., Trinity Coll., Hartford, CT, USA
  • Volume
    40
  • Issue
    9
  • fYear
    1993
  • Firstpage
    870
  • Lastpage
    876
  • Abstract
    The authors discuss the use of nonlinear bispectral analysis in examining the hippocampal EEG collected at subfields of CA1 and the dentate gyrus during the vigilance state of rapid-eye-movement (REM) sleep. The cross-bispectrum and its unique capabilities of detecting and quantifying quadratic nonlinear interactions occurring between these two hippocampal subfields are explained and demonstrated with simulation examples and EEG data. It was found that quadratic nonlinear interactions exist between CA1 and the dentate gyrus in the 6-8 frequency band which dominates the theta ( theta ) rhythm observed in the hippocampal EEG during REM sleep. As a result, energy components around the frequency band of the second-order harmonics of theta rhythm are not totally spontaneous, but generated largely due to quadratic nonlinear interactions.
  • Keywords
    electroencephalography; medical signal processing; spectral analysis; CA1 subfields; cross-bispectrum; dentate gyrus; energy components; hippocampal EEG; hippocampal subfields; nonlinear bispectral analysis; quadratic nonlinear interactions; rapid-eye-movement sleep; second-order harmonics; signal processing algorithms; theta rhythm; vigilance state; Autocorrelation; Brain modeling; Electroencephalography; Frequency; Frequency domain analysis; Gaussian processes; Humans; Information analysis; Rhythm; Signal processing; Sleep; Analog-Digital Conversion; Animals; Computer Simulation; Electrodes, Implanted; Electroencephalography; Hippocampus; Models, Neurological; Nonlinear Dynamics; Rats; Rats, Sprague-Dawley; Sleep, REM; Theta Rhythm;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.245607
  • Filename
    245607