Stochastic multiresonance is considered as an enhancement on the output of a network induced by a bunch of noise intensities. The stochastic multiresonance induced by noise in a FitzHughNagumo neuronal network of subnetworks was studied. The numerical simulations show that there are several peaks of system response with increasing the noise intensity, namely the stochastic multiresonance occurs. Meanwhile, the temporal evolution of mean field membrane potential was studied. Under certain noise intensity, the temporal evolution of membrane potential is regular, and there are several spiking during one period of the input signal, which induces multiresonance. Finally, a clustered network with two subnetworks induced by noises with different intensities was analyzed, and the stochastic multiresonance was also observed in such a case.
刘赵凡,孙晓娟,李慧妍.噪声诱使模块化神经元网络产生随机多共振现象[J].动力学与控制学报,2019,17(2):191~196; Liu Zhaofan, Sun Xiaojuan, Li Huiyan. Stochastic multi-resonance induced by noise in a neuronal network of subnetworks[J]. Journal of Dynamics and Control,2019,17(2):191-196.