68 citations · 493 across the 40 of their papers we have counts for
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cond-mat.dis-nn2010★ 5 cited
Message passing algorithms for the Hopfield network reconstruction: threshold behavior and limitation
Haiping Huang
The Hopfield network is reconstructed as an inverse Ising problem by passing messages. The applied susceptibility propagation algorithm is shown to improve significantly on other m…
cond-mat.dis-nn2010★ 8 cited
Learning by random walks in the weight space of the Ising perceptron
Haiping Huang, Haijun Zhou
Several variants of a stochastic local search process for constructing the synaptic weights of an Ising perceptron are studied. In this process, binary patterns are sequentially pr…