应用一种二维分段线性脉冲神经元模型的简单计算特性,对其簇放电特性进行了详细研究。发现该模型表现出强迫和内禀两类簇放电模式,并分析了内禀簇放电的产生机理及分岔现象。在实验中,应用该模型对一类具有簇放电特性的皮层神经元进行了模拟。
Using the computational efficiency of two-dimensional piecewise linear spiking neuron model,the detailed analytical study of its bursting behavior is presented.It is found that the model can reproduce two classes of bursting activities:Forced bursting and intrinsic bursting.The generation mechanism and bifurcation phenomenon for the intrinsic bursting are analyzed.Experiments result simulates the bursting behavior of a type of cortical neurons.