The Brain & Neural Networks
Online ISSN : 1883-0455
Print ISSN : 1340-766X
ISSN-L : 1340-766X
Stochastic Depression Behavior of EPSPs in the Neocortical Neurons
—Analysis of the Markram-Tsodyks Experiments—
Hideyuki KoyamaNorio FujieTakaaki MiyazakiHiroko Oshima
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JOURNAL FREE ACCESS

2000 Volume 7 Issue 4 Pages 115-120

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Abstract
Stochastic depression behavior of EPSPs which has been investigated experimentally by Markram and Tsodyks is analyzed using a probabilistic postsynapse model involving a 2-state receptor type and the Morris-Lecar equations. The analysis explains the depression and stationary properties of EPSPs on the basis of saturation and recovery characteristics of the receptor mechanisms. Furthermore, the “after pairing effect” is caused by changes in the receptor sensitivity, according to the present model. The model predictions with various action potential frequencies are in good agreement with the experimental results.
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© 2000 Japanese Neural Network Society
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