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
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