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Haiping Huang
Haiping Huang
Full Professor in School of Physics, Sun Yat-sen University
Verified email at mail.sysu.edu.cn - Homepage
Title
Cited by
Cited by
Year
Origin of the computational hardness for learning with binary synapses
H Huang, Y Kabashima
Physical Review E 90 (5), 052813, 2014
472014
Advanced mean-field theory of the restricted Boltzmann machine
H Huang, T Toyoizumi
Physical Review E 91 (5), 050101, 2015
382015
Entropy landscape of solutions in the binary perceptron problem
H Huang, KYM Wong, Y Kabashima
Journal of Physics A: Mathematical and Theoretical 46 (37), 375002, 2013
352013
Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses
H Huang
Journal of Statistical Mechanics: Theory and Experiment 2017 (5), 053302, 2017
272017
Mechanisms of dimensionality reduction and decorrelation in deep neural networks
H Huang
Physical Review E 98 (6), 062313, 2018
202018
Unsupervised feature learning from finite data by message passing: discontinuous versus continuous phase transition
H Huang, T Toyoizumi
Physical Review E 94 (6), 062310, 2016
192016
Reconstructing the Hopfield network as an inverse Ising problem
H Huang
Physical Review E 81 (3), 036104, 2010
192010
Adaptive Thouless-Anderson-Palmer approach to inverse Ising problems with quenched random fields
H Huang, Y Kabashima
Physical Review E 87 (6), 062129, 2013
172013
Statistical physics of unsupervised learning with prior knowledge in neural networks
T Hou, H Huang
Physical Review Letters 124 (24), 248302, 2020
152020
Effects of hidden nodes on network structure inference
H Huang
Journal of Physics A: Mathematical and Theoretical 48 (35), 355002, 2015
112015
Clustering of neural code words revealed by a first-order phase transition
H Huang, T Toyoizumi
Physical Review E 93 (6), 062416, 2016
102016
Cavity approach to the Sourlas code system
H Huang, H Zhou
Physical Review E 80 (5), 056113, 2009
92009
Combined local search strategy for learning in networks of binary synapses
H Huang, H Zhou
EPL (Europhysics Letters) 96, 58003, 2011
82011
Message passing algorithms for the Hopfield network reconstruction: Threshold behavior and limitation
H Huang
Physical Review E 82 (5), 056111, 2010
82010
Minimal model of permutation symmetry in unsupervised learning
T Hou, KYM Wong, H Huang
Journal of Physics A: Mathematical and Theoretical 52 (41), 414001, 2019
72019
Structure of attractors in randomly connected networks
T Toyoizumi, H Huang
Physical Review E 91 (3), 032802, 2015
72015
Learning by random walks in the weight space of the Ising perceptron
H Huang, H Zhou
Journal of Statistical Mechanics: Theory and Experiment 2010, P08014, 2010
72010
Sparse Hopfield network reconstruction with ℓ 1 regularization
H Huang
The European Physical Journal B 86 (11), 1-7, 2013
62013
Role of zero synapses in unsupervised feature learning
H Huang
Journal of Physics A: Mathematical and Theoretical 51 (8), 08LT01, 2018
52018
Dynamics of asymmetric kinetic Ising systems revisited
H Huang, Y Kabashima
Journal of Statistical Mechanics: Theory and Experiment 2014 (5), P05020, 2014
52014
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