• DocumentCode
    1563265
  • Title

    Analog continuous-time recurrent decision circuit with high signal-voltage symmetry and delay-time equality

  • Author

    Hirose, Akira ; Nakazawa, Kazuhiko

  • Author_Institution
    Dept. of Electron. Eng., Univ. of Tokyo, Japan
  • Volume
    5
  • fYear
    2003
  • Abstract
    Recurrent-convergence decision circuits include the historic Hopfield neural networks as well as prospective turbo decoders. For these applications, we propose two novel circuit elements: (1) a quick-response synaptic weight with high symmetry in both small-signal and large-amplitude operations and (2) an open-loop, quick-response and symmetrically parallel neuron circuit that has inverse and non-inverse outputs with delay-time equality and high signal-amplitude symmetry. We report the characteristics of these elements in a fabricated associative memory chip. We also analyze how the recalling statistics depend on the variation of the symmetry and delay equality of the elements. It is demonstrated that the proposals are very effective to improve the neural association performance.
  • Keywords
    analogue processing circuits; content-addressable storage; continuous time systems; neural chips; recurrent neural nets; Hopfield neural networks; analog continuous-time recurrent decision circuit; associative memory chip; delay-time equality; inverse outputs; large-amplitude operations; neural association performance; noninverse outputs; quick-response synaptic weight; recalling statistics; signal-voltage symmetry; symmetrically parallel neuron circuit; turbo decoders; Associative memory; Circuits; Convergence; Decision feedback equalizers; Decoding; Delay; Neurons; Resistors; Signal processing; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
  • Print_ISBN
    0-7803-7761-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.2003.1206398
  • Filename
    1206398