Abstract
An analysis is made of the transformations a graded signal undergoes if it is first encoded as a train of identical impulses, and subsequently decoded into a graded signal again. The case treated is that of a sinusoidally modulated input signal. As a paradigm for the encoding stage we employ the I.P.F.M. (Integral Pulse Frequency Modulator). An exact solution for the times of occurrence of output impulses is offered. This solution permits us to treat some curious beat phenomena that are found if an I.P.F.M. is excited with a frequency that is in a nearly rational ratio to the steady state output frequency of the I.P.F.M. It is shown that an I.P.F.M. is a phase sensitive device. In order to avoid a phase sensitivity of the complete signal transmission link, we consider a group of encoders feeding their signals into the decoding stage. For such a group it is meaningful to talk about the momentaneous interpulse interval. We derive the interval histogram and the spectral decomposition of this momentaneous interval. It is shown that the spectrum is very different from the spectrum derived by Bayly (1968) of the output signal of a single I.P.F.M. Two extreme types of decoding mechanisms lead to different transfer functions for the complete signal transmission link, both of which are shown to be of some neurophysiological relevance.
Similar content being viewed by others
References
Bayly,E.J.: Spectral analysis of pulse frequency modulation in the nervous systems. IEEE Trans. Bio-med. Eng. 257–265 (1968)
Bayly,E. J., Cervetto,L., Fiorentini,A., Maffei,L.: On and off retinal cells in parallel channel neural communication. Kybernetik 8, 52–58 (1971)
Borsellino,A., Poppele,R.E., Terzuolo,C.A.: Transfer functions of the slowly adapting stretch receptor organ of Crustacea. Cold Spr. Harb. Symp. quant. Biol. 30, 581–586 (1965)
Dodge,F.A.,Jr.: Inhibition and excitation in the Limulus eye. In: Reichardt,W. (Ed.): Proc. Int. School of Physics “Enrico Fermi”. New York: Academic Press 1969
French,A.S., Holden,A.V.: Alias-free sampling of neuronal spike trains. Kybernetik 8, 165–171 (1971)
Jones,R.W., Li,C.C., Meyer,A.U., Pinter,R.B.: Pulse modulation in physiological systems, phenomenological aspects. IRE Trans. Bio.-med. Eng. 8, 59–67 (1961)
Knight,B. W., Toyoda,J.-I., Dodge,F.A., Jr.: A quantitative description of the dynamics of excitation and inhibition in the eye of Limulus. J. gen. Physiol. 56, 421–437 (1970)
Koenderink,J.J., Grind,W.A. van de, Bouman,M.A.: Foveal information processing at photopic luminances. Kybernetik 8, 128–144 (1971)
McKean,T.A., Poppele,R.E., Rosenthal,N.P., Terzuolo,C.A.: The biologically relevant parameter in nerve impulse trains. Kybernetik 6, 168–170 (1970)
Rescigno,A., Stein,R.B., Purple,R.L., Poppele,R.E.: A neuronal model for the discharge patterns produced by cyclic inputs. Bull. Math. Biophys. 32, 337–353 (1970)
Stein,R.B., French,A.S.: In: Anderson,P., Jansen,J.K.S.. (Ed.): Models for the transmission of information by nerve cells. Excitatory synaptic mechanisms. Oslo: Universitetsforlaget 1970
Whittaker,E.T.: A treatise on the analytical dynamics of particles and rigid bodies with an introduction to the problem of three bodies. New York: Dover Publications 1944
Author information
Authors and Affiliations
Additional information
The authors are indebted to the Netherlands Organization for the Advancement of Pure Research for financial support of part of this investigation.
We thank Prof. Dr.M.A.Bouman for his critical remarks on the original manuscript.
Rights and permissions
About this article
Cite this article
Koenderink, J.J., van Doorn, A.J. Event train decoders with many inputs, pulse density versus momentaneous frequency. Kybernetik 13, 215–222 (1973). https://doi.org/10.1007/BF00274886
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF00274886