• DocumentCode
    3372077
  • Title

    Motion detection using an aVLSI network of spiking neurons

  • Author

    Wang, Yingxue ; Liu, Shih-Chii

  • Author_Institution
    Inst. of Neuroinformatics, Univ. of Zurich, Zürich, Switzerland
  • fYear
    2010
  • fDate
    May 30 2010-June 2 2010
  • Firstpage
    93
  • Lastpage
    96
  • Abstract
    We explore the benefits of using a spiking neuronal network to generate direction-selectivity. The experiments are performed using an aVLSI spike-based network configured for two possible cortical architectures. We find that the direction-selective properties are influenced by the various connections in the recurrent network and that the network is sensitive to over almost 3 decades of stimulus speeds.
  • Keywords
    VLSI; neural chips; recurrent neural nets; VLSI network; direction-selective properties; motion detection; recurrent network; spiking neuronal network; Biological information theory; Biological neural networks; Biological system modeling; Circuits; Hardware; Motion detection; Neurons; Protocols; System-on-a-chip; Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-5308-5
  • Electronic_ISBN
    978-1-4244-5309-2
  • Type

    conf

  • DOI
    10.1109/ISCAS.2010.5537018
  • Filename
    5537018