68 citations · 493 across the 40 of their papers we have counts for
3 papers · 1 filter
Dynamics of asymmetric kinetic Ising systems revisited
Haiping Huang, Yoshiyuki Kabashima
The dynamics of an asymmetric kinetic Ising model is studied. Two schemes for improving the existing mean-field description are proposed. In the first scheme, we derive the formula…
Entropy landscape of solutions in the binary perceptron problem
Haiping Huang, K. Y. Michael Wong, Yoshiyuki Kabashima
The statistical picture of the solution space for a binary perceptron is studied. The binary perceptron learns a random classification of input random patterns by a set of binary s…
Adaptive Thouless-Anderson-Palmer approach to inverse Ising problems with quenched random fields
Haiping Huang, Yoshiyuki Kabashima
The adaptive Thouless-Anderson-Palmer equation is derived for inverse Ising problems in the presence of quenched random fields. We test the proposed scheme on Sherrington-Kirkpatri…