• DocumentCode
    626840
  • Title

    An improved aVLSI axon with programmable delay using spike timing dependent delay plasticity

  • Author

    Runchun Wang ; Cohen, G. ; Hamilton, Tara J. ; Tapson, Jonathan ; van Schaik, Andre

  • Author_Institution
    MARCS Inst., Univ. of Western Sydney, Sydney, NSW, Australia
  • fYear
    2013
  • fDate
    19-23 May 2013
  • Firstpage
    1592
  • Lastpage
    1595
  • Abstract
    We present a voltage domain implementation of a programmable delay axon circuit together with measurements from it. It was designed to be a building block for a polychronous spiking neural network. The axonal delay can be programmed by presenting an input spike followed by a post-synaptic spike at the desired delay. An analogue memory was used to store this value. We also use spike timing dependent delay plasticity (STDDP) to reduce the errors in delay that result from the delay programming step. Measurements show that the proposed circuit is capable of learning and retaining delays in the range of 2 ms to 50 ms for many minutes.
  • Keywords
    VLSI; analogue storage; neural nets; plasticity; STDDP; aVLSI axon; analogue memory; delay programming step; polychronous spiking neural network; post-synaptic spike; programmable delay axon circuit; spike timing dependent delay plasticity; time 2 ms to 50 ms; voltage domain implementation; Biological neural networks; Delays; Generators; Nerve fibers; Programming; Switches; analogue VLSI; analogue memory; axonal propagation delay; spike timing dependent delay adaptation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
  • Conference_Location
    Beijing
  • ISSN
    0271-4302
  • Print_ISBN
    978-1-4673-5760-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2013.6572165
  • Filename
    6572165