Sequential Pattern Formation in the Cerebellar Granular Layer

被引:5
作者
Bratby, Peter [1 ]
Sneyd, James [1 ]
Montgomery, John [2 ]
机构
[1] Univ Auckland, Dept Math, Auckland, New Zealand
[2] Univ Auckland, Sch Biol Sci, Auckland, New Zealand
关键词
Cerebellum; Adaptive filter; Granular layer; Sequential winner-take-all; Neural network; Computational simulation; ADAPTIVE FILTER; PARALLEL FIBER; NETWORK MODEL; CELLS; DYNAMICS; PLASTICITY; FREQUENCY; GOLGI; INTEGRATION; INHIBITION;
D O I
10.1007/s12311-016-0820-y
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Here, we introduce a novel mechanism for temporal recoding by the cerebellar granular layer based on three key properties: the granule cell-Golgi cell inhibitory feedback loop, bursting behaviour of granule cells and the large ratio of granule cells to Golgi cells. We propose that mutual inhibition of granule cells, mediated by Golgi cell feedback inhibition, prevents simultaneous activation. Granule cells are differentiated by firing threshold, resulting in sequential bursts of spikes. We demonstrate the plausibility of the mechanism through a computational simulation of a firing rate model, and further examine its robustness by developing a spiking model incorporating realistic postsynaptic potentials.
引用
收藏
页码:438 / 449
页数:12
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