• DocumentCode
    3371882
  • Title

    Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons

  • Author

    Neftci, Emre ; Chicca, Elisabetta ; Cook, Matthew ; Indiveri, Giacomo ; Douglas, Rodney

  • Author_Institution
    Inst. of Neuroinf., Univ. of Zurich, Zurich, Switzerland
  • fYear
    2010
  • fDate
    May 30 2010-June 2 2010
  • Firstpage
    2788
  • Lastpage
    2788
  • Abstract
    This demonstration will show a distributed VLSI neuromorphic system implementing the soft Winner-Take-All (WTA) operation using spiking neurons. It also shows how recurrently connected instances of them can have persistent activity states, which can used for state-dependent computation. The live demonstration of this network will show that the position of a localized stimulus can be tracked and remembered along a trajectory initially encoded in the system. The visitors will experience the real-time, fast state-dependent processing of the sensory input occurring in the network.
  • Keywords
    VLSI; neural nets; VLSI spiking neuron; WTA operation; distributed VLSI neuromorphic system; soft winner-take-all operation; state-dependent sensory processing; Computer displays; Computer vision; Neuromorphics; Neurons; Oscilloscopes; Portable computers; Sensor systems; Timing; Trajectory; Very large scale integration;
  • 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.2010.5537006
  • Filename
    5537006