• DocumentCode
    3643468
  • Title

    Parallel simulation of stochastic denritic neurons using NVidia GPUs with CUDA C

  • Author

    Karol Gugala;Aleksandra Figas;Agata Jurkowlaniec;Andrzej Rybarczyk

  • Author_Institution
    Poznań
  • fYear
    2011
  • fDate
    6/1/2011 12:00:00 AM
  • Firstpage
    614
  • Lastpage
    617
  • Abstract
    The purpose of this work was to implement fast simulator of stochastic dendritic neurons based on Hodgkin - Huxley model. In order to achieve satisfactory simulation speed we used parallel computing based on NVidia GPU. We present simulation algorithm written in CUDA C and results for simple dendritic neuron network in tree-like structure.
  • Keywords
    "Graphics processing unit","Computational modeling","Mathematical model","Instruction sets","Neurons","Stochastic processes","Biological system modeling"
  • Publisher
    ieee
  • Conference_Titel
    Mixed Design of Integrated Circuits and Systems (MIXDES), 2011 Proceedings of the 18th International Conference
  • Print_ISBN
    978-1-4577-0304-1
  • Type

    conf

  • Filename
    6015989
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3643468