A scalefree neural network was constructed based on a twodimensional mapbased model. and Gaussian white noise was used to imitate the noisy environments of biological neural systems. The effect of noise on the dynamics of the network was studied by numerical simulation. It is found that adding the noise can enhanc the neurons excitability, even induce spikes. When the noise intensity is appropriate, the regularity of spike series achieves the best, where coherence resonance happens. Moreover, simulation results indicate that the change of structure and parameters of the neural network has an important effect on the resonance characteristics.
于海涛,王江,贾洪军,邓斌,魏熙乐.无标度生物神经元网络的相干共振分析[J].动力学与控制学报,2011,9(2):182~187; Yu Haitao, Wang Jiang, Jia Hongjun, Deng Bin, Wei Xile. Coherence resonance in scale-free neural networks[J]. Journal of Dynamics and Control,2011,9(2):182-187.