Power law decay of stored pattern stability in sparse Hopfield neural networks

Fei Fang,Zhou Yang,Sheng-Jun Wang

Figure 5. The distribution of the noise term Tnoise of nodes in a realization of the scale-free network. The dashed line is the results obtained at the initial state. The solid line is the results obtained when 5000 nodes are updated. The parameters are N=10 000, pattern number n=10 000, and average degree ⟨k⟩=50. The nodes i=5001, ..., 10 000 are used in computing the two results.