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在 Held 壶腹进行宽带信息传输。

Wide-band information transmission at the calyx of Held.

作者信息

Yang Zhijun, Hennig Matthias H, Postlethwaite Michael, Forsythe Ian D, Graham Bruce P

机构信息

Computing Science and Mathematics, University of Stirling, Stirling FK9 4LA, U.K.

出版信息

Neural Comput. 2009 Apr;21(4):991-1017. doi: 10.1162/neco.2008.02-08-714.

Abstract

We use a mathematical model of the calyx of Held to explore information transmission at this giant glutamatergic synapse. The significant depression of the postsynaptic response to repeated stimulation in vitro is a result of various activity-dependent processes in multiple timescales, which can be reproduced by multiexponential functions in this model. When the postsynaptic current is stimulated by Poisson-distributed spike trains, its amplitude varies considerably with the preceding interspike intervals. Here we quantify the information contained in the postsynaptic current amplitude about preceding interspike intervals and determine the impact of different pre- and postsynaptic factors on information transmission. The mutual information between presynaptic spike times and the amplitude of the postsynaptic response in general decreases as the mean stimulation rate increases, but remains high even at frequencies greater than 100 Hz, unlike at many neocortical synapses. The maintenance of information transmission is attributable largely to vesicle recycling rates at low frequencies of stimulation, shifting to vesicle release probability at high frequencies. Also, at higher frequencies, the synapse operates largely in a release-ready mode in which most release sites contain a release-ready vesicle and release probabilities are low.

摘要

我们使用海氏壶腹的数学模型来探究这个巨大的谷氨酸能突触处的信息传递。体外对重复刺激的突触后反应显著减弱是多个时间尺度上各种活动依赖过程的结果,在该模型中可用多指数函数重现。当突触后电流由泊松分布的脉冲序列刺激时,其幅度会随之前的脉冲间隔有很大变化。在此我们量化突触后电流幅度中关于之前脉冲间隔的信息,并确定不同的突触前和突触后因素对信息传递的影响。一般来说,突触前脉冲时间与突触后反应幅度之间的互信息会随着平均刺激率的增加而降低,但即使在频率大于100赫兹时仍保持较高水平,这与许多新皮质突触不同。信息传递的维持很大程度上归因于低频刺激时的囊泡循环率,在高频时则转变为囊泡释放概率。此外,在较高频率下突触主要以准备释放模式运作,其中大多数释放位点含有一个准备释放的囊泡且释放概率较低。

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