Effects of Interactive Function Forms and Refractoryperiod in a Self-Organized Critical Model Based on Neural Networks
Zhou Li-Ming, Chen Tian-Lun · Communications in Theoretical Physics · 2004
Based on the standard self-organizing map neural network model and an integrate-and-fire mechanism, we investigate the effect of the nonlinear interactive function on the self-organized criticality in our model. Based on these we also investigate the effect of the refractoryperiod on the self-organized criticality of the system.