• DocumentCode
    1929089
  • Title

    BSA, a fast and accurate spike train encoding scheme

  • Author

    Schrauwen, Benjamin ; Van Campenhout, Jan

  • Author_Institution
    Electron. & Inf. Syst. Dept., Ghent Univ., Belgium
  • Volume
    4
  • fYear
    2003
  • fDate
    20-24 July 2003
  • Firstpage
    2825
  • Abstract
    In this paper we introduce a new algorithm for encoding analog information into spike trains, given that the reconstruction will take place using a FIR filter. An older technique called HSA is reviewed and an optimal threshold value is found. A new technique called BSA is introduced. These methods are then compared experimentally.
  • Keywords
    FIR filters; decoding; encoding; neurophysiology; physiological models; signal reconstruction; BSA; FIR filter; HSA; spike train encoding scheme; spiking neural models; Biological information theory; Biological neural networks; Biological system modeling; Decoding; Encoding; Fires; Information systems; Neurons; Neuroscience; Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2003. Proceedings of the International Joint Conference on
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7898-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2003.1224019
  • Filename
    1224019
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1929089