Effects of Interactive Function Forms and Refractoryperiod in a Self-Organized Critical Model Based on Neural Networks |
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| Authors: | ZHOU Li-Ming CHEN Tian-Lun |
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| Institution: | Department of Physics, Nankai University, Tianjin 300071, China Department of Physics, Nankai University, Tianjin 300071, China |
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| Abstract: | Based on the standard self-organizing map neural network model and an integrate-and-tire 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. |
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| Keywords: | self-organized criticality avalanche neuron networks refractoryperiod |
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