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A Model of Spiking-Bursting Neuronal Behavior Using a Piecewise Linear Two-Dimensional Map

机译:使用分段线性二维地图的尖刺突发神经元行为模型

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Models of neurons based on iterative maps allows the simulation of big networks of coupled neurons without loss of biophysical properties such as spiking, bursting or tonic bursting and with an affordable computational effort. A piecewise linear two dimensional map with one fast and one slow variable is used to model spiking-bursting neural behavior. This map shows oscillations similar to other phenomeno-logical models based on maps that require a much higher computational effort. The dynamics of coupled neurons is studied for different coupling strengths.
机译:基于迭代地图的神经元模型允许模拟偶联神经元的大网络,而不会损失生物物理性质,例如尖峰,爆破或滋补突发以及具有实惠的计算工作。一个快速和一个缓慢变量的分段线性二维图用于模拟尖峰爆破神经行为。该地图显示了基于需要更高的计算工作的地图的其他现象逻辑模型类似的振荡。研究了偶联神经元的动态,用于不同的耦合强度。

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