Computer simulation of rhythmic oscillations in neuron pools

作者: R. J. MacGregor , R. L. Palasek

DOI: 10.1007/BF00271630

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摘要: This paper describes computer simulation of 100 artificial neurons interconnected in mutually exciting random pools. The individual neuromimes include accommodation according to an extended version Hill's model and adaptation Kernell's model. main finding is that the constituent cells pools tend fire coordinated bursts these recur rhythmically. rate burst recurrence depends primarily on time constant recovery after-hyperpolarization conductance change although it may be slightly altered by average level background activity. It does not seem possible attribute salient slow rhythm observed rat mesencephalic reticular formation this mechanism, as matching data requires absurdly large values constant.

参考文章(13)
Photios A. Anninos, Cyclic modes in artificial neural nets Kybernetika. ,vol. 11, pp. 5- 14 ,(1972) , 10.1007/BF00267760
R.J. MacGregor, R. Prieto-Diaz, S.W. Miller, P.M. Groves, Statistical properties of neurons in the rat mesencephalic reticular formation Brain Research. ,vol. 64, pp. 167- 187 ,(1973) , 10.1016/0006-8993(73)90176-5
R.J. MacGregor, C.A. Radcliffe, A random walk model for reverberatory pathways in reticular-like networks. Brain Research. ,vol. 63, pp. 374- 379 ,(1973) , 10.1016/0006-8993(73)90107-8
Richard F. Reiss, A theory and simulation of rhythmic behavior due to reciprocal inhibition in small nerve nets Proceedings of the May 1-3, 1962, spring joint computer conference on - AIEE-IRE '62 (Spring). pp. 171- 194 ,(1962) , 10.1145/1460833.1460854
R. J. MacGregor, R. M. Oliver, A model for repetitive firing in neurons Kybernetika. ,vol. 16, pp. 53- 64 ,(1974) , 10.1007/BF00270295
L. D. Harmon, NEUROMIMES: ACTION OF A RECIPROCALLY INHIBITORY PAIR. Science. ,vol. 146, pp. 1323- 1325 ,(1964) , 10.1126/SCIENCE.146.3649.1323
P. Andersen, M. Gillow, T. Rudjord, Rhythmic activity in a simulated neuronal network The Journal of Physiology. ,vol. 185, pp. 418- 428 ,(1966) , 10.1113/JPHYSIOL.1966.SP007993
D.M. Wilson, I. Waldron, Models for the generation of the motor output pattern in flying locusts Proceedings of the IEEE. ,vol. 56, pp. 1058- 1064 ,(1968) , 10.1109/PROC.1968.6457