• DocumentCode
    1408895
  • Title

    Information Rate and Capacity in a Crayfish Photoreceptor Nerve Channel

  • Author

    Harris, Dale A. ; Stark, Lawrence

  • Author_Institution
    University of California, Berkeley, Calif. 94720.
  • Issue
    1
  • fYear
    1971
  • Firstpage
    67
  • Lastpage
    77
  • Abstract
    The theoretical basis of our experimental approach to information rate and capacity in a crayfish photoreceptor nerve channel is that used by Shannon [16]. Dispersion curves of conduction times were studied for pulses following short, medium, and long intervals. Although the means were equal (2.6 ms), the standard deviation in the case of pulses following short intervals was larger (0.29 ms) than for medium or long intervals (0.18 and 0.21 ms, respectively). A statistical description of nerve-fiber noise was found and used to compute the information rates (¿ = 280, 140, and 80 bit/s) for various light intensities. By maximizing ¿ over all possible input interval distributions, the channel capacity was calculated to be 360 bit/s. Extending the channel to include the entire system defined from light stimulus to probabilistic behavioral output, the overall mutual information rate was estimated to be 0.04 bit/s, the discrepancy between this overall behavioral rate and the capacity of the nerve channel is noted.
  • Keywords
    Biomembranes; Channel capacity; Crosstalk; Decoding; Geometry; Information rates; Nerve fibers; Neurons; Photoreceptors; Pulse measurements;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/TSMC.1971.5408606
  • Filename
    5408606