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

Fei Fang,Zhou Yang,Sheng-Jun Wang

Figure 4. The unstable probability function U(k) versus the degree k in scale-free networks. The red dashed line is the analytic results. The black solid line is the numerical simulation results. The parameters are N=10 000, pattern number n=100, average degree ⟨k⟩=4. Each data point is 10 000 realizations.