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The Critical Synaptic Number for Rhythmogenesis and Synchronization in a Network Model of the Cerebellar Granular Layer

机译:小脑颗粒层网络模型中节律发生和同步的关键突触数

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In the granular layer of the cerebellum, the population of excitatory neurons (granule cells) is reciprocally connected tot he population of inhibitory neurons (Golgi cells), but there are no synapses between the neurons within either population. In a realistic network model, bth Golgi and granule cells start firing synchronlusly and at very regular time intervals upon stimulation of granule cells with random mossy fiber input ([3]). Because the granule cell population is disproportionately large, we wondered whether the massive convergence from granule to Golgi cells were essential to obtain this regular firing pattern. Here, we demonstrate that only a small, critical number of synapses from granule to Golgi cells is required. The critical number of synapses is largely independent of the size of the granule cell population, but depends on the number of input channels to the network (the number of mossy fibers), on the strength of the input applied (the mossy fiber firing rate), and on its spatial homogeneity.
机译:在小脑的粒状层中,兴奋性神经元(颗粒细胞)的群体是相互连接的Tot He抑制神经元(Golgi细胞)的群体,但在任何一种群体内没有神经元之间没有突触。在现实的网络模型中,BthGolgi和颗粒细胞在具有随机造粒纤维输入([3])的颗粒细胞上时开始烧制同步的时间间隔。因为颗粒细胞群体不成比例地,我们想知道是否颗粒颗粒到Golgi细胞的巨大收敛是必不可少的,以获得这种常规烧制模式。在这里,我们证明只需要从颗粒到GOLGI细胞的少数临时突出数量的突触。临界突触的突触大部分与颗粒细胞群的大小无关,而是取决于网络的输入通道数(苔藓纤维的数量),在应用的输入强度(苔藓纤维射击率) ,以及其空间同质性。

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