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首页> 外文期刊>Neural Networks: The Official Journal of the International Neural Network Society >Gap junctions facilitate propagation of synchronous firing in the cortical neural population: A numerical simulation study
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Gap junctions facilitate propagation of synchronous firing in the cortical neural population: A numerical simulation study

机译:间隙连接促进同步射击在皮质神经群中的繁殖:数值模拟研究

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摘要

This study investigates the effect of gap junctions on firing propagation in a feedforward neural network by a numerical simulation with biologically plausible parameters. Gap junctions are electrical couplings between two cells connected by a binding protein, connexin. Recent electrophysiological studies have reported that a large number of inhibitory neurons in the mammalian cortex are mutually connected by gap junctions, and synchronization of gap junctions, spread over several hundred microns, suggests that these have a strong effect on the dynamics of the cortical network. However, the effect of gap junctions on firing propagation in cortical circuits has not been examined systematically. In this study, we perform numerical simulations using biologically plausible parameters to clarify this effect on population firing in a feedforward neural network. The results suggest that gap junctions switch the temporally uniform firing in a layer to temporally clustered firing in subsequent layers, resulting in an enhancement in the propagation of population firing in the feedforward network. Because gap junctions are often modulated in physiological conditions, we speculate that gap junctions could be related to a gating function of population firing in the brain. (C) 2013 Elsevier Ltd. All rights reserved.
机译:本研究通过具有生物合理参数的数值模拟来研究间隙结对前馈神经网络中的射击传播的影响。间隙连接是通过结合蛋白,Connexin连接的两个细胞之间的电联轴器。最近的电生理学研究报道说,哺乳动物皮质中的大量抑制性神经元通过间隙连接相互连接,并且间隙连接的同步,超过数百微米展开,表明这些对皮质网络的动态有很大的影响。然而,尚未系统地检查了在皮质电路中对皮质电路射击传播的差距结的影响。在这项研究中,我们使用生物学卓越的参数进行数值模拟,以澄清对前馈神经网络中的人口射击的影响。结果表明,间隙连接切换在层中的时间均匀烧制,以在后续层中暂时聚集射击,导致馈电网络中的人口射击传播中的增强。因为差距交叉点通常在生理条件下调节,所以我们推测差距结可能与大脑中射击群体的门控功能有关。 (c)2013 Elsevier Ltd.保留所有权利。

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