为推动神经元放电序列及神经系统编码理论的研究,本文从神经元放电间隔的特性出发,参考神经元单个放电序列的泊松模型,提出了适用于爆发放电序列的“放电间隔正态分布”模型。接着将该模型应用于对模拟数据的分析,研究了模型的低通功率谱特性。最后通过对动物实验数据的功率谱估计,证明了本文所提出的爆发放电序列数学模型的正确性。 In order to promote the research of neuron firing sequence and neural system coding theory, this dissertation, based on the characteristics of firing interval of neurons and referring to the Poisson model of single firing sequence of neurons, proposes a normal distribution of firing intervals "model. Then the model is applied to analyze the simulation data, and the low-pass power spectral characteristics of the model are studied. Finally, through the power spectrum estimation of animal experimental data, the correctness of the mathematical model of the burst discharge sequence proposed in this paper is proved.