• DocumentCode
    380554
  • Title

    A functional model of the olivocerebellar system that produces rhythmic activity at gamma frequency

  • Author

    Kuntalp, Mehmet

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Dokuz Eylul Univ., Izmir, Turkey
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    802
  • Abstract
    This article presents a simplistic but biologically plausible functional model of the olivocerebellar neural circuitry to investigate its capability to generate rhythmic activity at gamma frequency (40 Hz). The design of the model has a general organization corresponding to that hypothesized by neurobiologists. The cerebellar circuitry is modeled as a dynamical system using cell prototypes similar to the ones used in artificial neural networks, whereas the olivary cells were represented with simple ´on/off´ units. The model works as a unit that converts the irregular and low frequency spikes originating from the olivary cells into regular spikes at 40 Hz at the level of the dentate cells. The success of the model indicates that the olivocerebellar circuitry has the physiological properties to be able to generate such rhythmic activity.
  • Keywords
    biomembrane transport; brain models; electroencephalography; nonlinear dynamical systems; synchronisation; EEG signal; cell prototypes; climbing fibers; dentate cells; dynamical system; functional model; gamma frequency; gap junctions; irregular spikes; lateral cerebellum; low frequency spikes; membrane potentials; model design; olivocerebellar neural circuitry; on/off units; parvocellular red nucleus; principal olive; rhythmic activity; subthreshold sinusoidal oscillations; Artificial neural networks; Biological system modeling; Biomembranes; Brain modeling; Circuits; Electroencephalography; Fires; Frequency conversion; Prototypes; Tires;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1019062
  • Filename
    1019062