• DocumentCode
    2648616
  • Title

    A Realistic Model of VOR Motor Learning with Spiking Cerebellar Cortical Neuronal Network

  • Author

    Inagaki, Kayichirou ; Hirata, Yutaka

  • Author_Institution
    Dept. of Comput. Sci., Chubu Univ., Kasugai
  • fYear
    2006
  • fDate
    12-15 Dec. 2006
  • Firstpage
    915
  • Lastpage
    918
  • Abstract
    The vestibuloocular reflex (VOR) stabilizes our vision during head movements. The VOR is under adaptive control which requires the cerebellar flocculus, especially its highly organized neuronal network with various synaptic plasticities. To elucidate the signal processing in cerebellar flocculus during VOR adaptation, we constructed a mathematical model in which the cerebellar cortical neuronal network is explicitly described by integrate-and-fire neurons based upon the known anatomy and physiology. Model simulations confirmed that the model reproduces characteristic Purkinje cell simple spike discharge patterns and eye movements during VOR, optokinetic response, and various visual-vestibular mismatch paradigms in normal and flocculectomized monkeys
  • Keywords
    brain models; neural nets; vision; VOR motor learning; adaptive control; cerebellar flocculus; characteristic Purkinje cell simple spike discharge patterns; eye movements; flocculectomized monkeys; integrate-and-fire neurons; mathematical model; optokinetic response; signal processing; spiking cerebellar cortical neuronal network; synaptic plasticities; vestibuloocular reflex; visual-vestibular mismatch paradigms; Adaptive control; Anatomy; Biological neural networks; Fires; Frequency; Head; Intelligent networks; Neurons; Retina; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
  • Conference_Location
    Yonago
  • Print_ISBN
    0-7803-9732-0
  • Electronic_ISBN
    0-7803-9733-9
  • Type

    conf

  • DOI
    10.1109/ISPACS.2006.364790
  • Filename
    4212408