Haiping Huang
Haiping Huang
associate prof 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
322014
Advanced mean-field theory of the restricted Boltzmann machine
H Huang, T Toyoizumi
Physical Review E 91 (5), 050101, 2015
282015
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
222013
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
192017
Adaptive Thouless-Anderson-Palmer approach to inverse Ising problems with quenched random fields
H Huang, Y Kabashima
Physical Review E 87 (6), 062129, 2013
162013
Reconstructing the Hopfield network as an inverse Ising problem
H Huang
Physical Review E 81 (3), 036104, 2010
162010
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
122016
Mechanisms of dimensionality reduction and decorrelation in deep neural networks
H Huang
Physical Review E 98 (6), 062313, 2018
112018
Clustering of neural code words revealed by a first-order phase transition
H Huang, T Toyoizumi
Physical Review E 93 (6), 062416, 2016
102016
Effects of hidden nodes on network structure inference
H Huang
Journal of Physics A: Mathematical and Theoretical 48 (35), 355002, 2015
82015
Cavity approach to the Sourlas code system
H Huang, H Zhou
Physical Review E 80 (5), 056113, 2009
82009
Sparse Hopfield network reconstruction with 1 regularization
H Huang
The European Physical Journal B 86 (11), 484, 2013
72013
Message passing algorithms for the hopfield network reconstruction: Threshold behavior and limitation
H Huang
Physical Review E 82 (5), 056111, 2010
72010
Role of zero synapses in unsupervised feature learning
H Huang
Journal of Physics A: Mathematical and Theoretical 51 (8), 08LT01, 2018
62018
Structure of attractors in randomly connected networks
T Toyoizumi, H Huang
Physical Review E 91 (3), 032802, 2015
52015
Combined local search strategy for learning in networks of binary synapses
H Huang, H Zhou
EPL (Europhysics Letters) 96, 58003, 2011
52011
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
42019
Theory of population coupling and applications to describe high order correlations in large populations of interacting neurons
H Huang
Journal of Statistical Mechanics: Theory and Experiment 2017 (3), 033501, 2017
42017
Counting solutions from finite samplings
H Huang, H Zhou
Arxiv preprint arXiv:1111.4278, 2011
42011
Statistical physics of unsupervised learning with prior knowledge in neural networks
T Hou, H Huang
Physical Review Letters 124 (24), 248302, 2020
32020
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