Abstract
We present a simple, biologically plausible technique for reconstructing a continuous time-varying signal from interspike intervals. This method is used to show that a model retinal ganglion cell spike generator can preserve most of the information about time-varying stimuli in single interspike intervals. The decoding method works best when the Nyquist criterion is satisfied, i.e., by filtering the input signal to a bandwidth less than half the average spike rate.
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References
E D Adrian and D W Bronk. The discharge of impulses in motor nerve fibres. Part II. The frequency of discharge in reflex and voluntary contractions. J. Physiology, 67:119–151, 1929.
W Bialek, F Reike, and R De Ruyter van Steveninck. Reading a neural code. Science, 252:1854–1857, 1991.
P A Coleman and R F Miller. Measurement of passive membrane parameters with whole-cell recording from neurons in the intact amphibian retina. J. Neurophys., 61(1):218–230,1989.
J F Fohlmeister, P A Coleman, and R F Miller. Modeling the repetetive firing of retinal ganglion cells. Brain Res., 510:343–345, 1990.
S Haykin. Adaptive Filter Theory, chapter 6, pages 198–205. Prentice Hall, Englewood Cliffs, NJ, 1991.
B Katz and R Miledi. The role of calcium in neuromuscular facilitation. J. Phys., 195:481–492, 1968.
D M MacKay and W S McCulloch. The limiting information capacity of a neuronal link. Bull. Math. Biophys., 14:127–135, 1952.
C E Shannon and W Weaver. The Mathematical Theory of Communication. Univ. of Illinois Press, Urbana, 1963.
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© 1995 Springer Science+Business Media New York
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August, D.A., Levy, W.B. (1995). Information Maintenance by Retinal Ganglion Cell Spikes. In: Bower, J.M. (eds) The Neurobiology of Computation. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-2235-5_7
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DOI: https://doi.org/10.1007/978-1-4615-2235-5_7
Publisher Name: Springer, Boston, MA
Print ISBN: 978-1-4613-5940-1
Online ISBN: 978-1-4615-2235-5
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