68 citations · 493 across the 40 of their papers we have counts for
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cond-mat.dis-nn2009★ 14 cited
Reconstructing the Hopfield network as an inverse Ising problem
Haiping Huang
We test four fast mean field type algorithms on Hopfield networks as an inverse Ising problem. The equilibrium behavior of Hopfield networks is simulated through Glauber dynamics.…
cond-mat.dis-nn2009★ 8 cited
Cavity approach to the Sourlas code system
Haiping Huang, Haijun Zhou
The statistical physics properties of regular and irregular Sourlas codes are investigated in this paper by the cavity method. At finite temperatures, the free energy density of th…