Complex Behavior in an Integrate-and-Fire Neuron Model Based on Small World Networks
Lin Lin, Мин, Chen, Tian-Lun · 理论物理通讯：英文版 · 2005
Based on our previously pulse-coupled integrate-and-fire neuron model in small world networks, we investigate the complex behavior of electroencephalographic (EEG)-like activities produced by such a model. We find EEG-like activities have obvious chaotic characteristics. We also analyze the complex behaviors of EEG-like signals,such as spectral analysis, reconstruction of the phase space, the correlation dimension, and so on.