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Haiping Huang
Haiping Huang
Full Professor in School of Physics, Sun Yat-sen University
Dirección de correo verificada de mail.sysu.edu.cn - Página principal
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Año
Origin of the computational hardness for learning with binary synapses
H Huang, Y Kabashima
Physical Review E 90 (5), 052813, 2014
602014
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
462013
Advanced mean-field theory of the restricted Boltzmann machine
H Huang, T Toyoizumi
Physical Review E 91 (5), 050101, 2015
402015
Statistical mechanics of neural networks
H Huang
Springer, 2021
392021
Mechanisms of dimensionality reduction and decorrelation in deep neural networks
H Huang
Physical Review E 98 (6), 062313, 2018
332018
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
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
212016
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
202019
Reconstructing the Hopfield network as an inverse Ising problem
H Huang
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 81 (3 …, 2010
182010
Statistical physics of unsupervised learning with prior knowledge in neural networks
T Hou, H Huang
Physical Review Letters 124 (24), 248302, 2020
172020
Adaptive Thouless-Anderson-Palmer approach to inverse Ising problems with quenched random fields
H Huang, Y Kabashima
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 87 (6 …, 2013
172013
Effects of hidden nodes on network structure inference
H Huang
Journal of Physics A: Mathematical and Theoretical 48 (35), 355002, 2015
132015
Clustering of neural code words revealed by a first-order phase transition
H Huang, T Toyoizumi
Physical Review E 93 (6), 062416, 2016
122016
Dynamics of asymmetric kinetic Ising systems revisited
H Huang, Y Kabashima
Journal of Statistical Mechanics: Theory and Experiment 2014 (5), P05020, 2014
112014
Cavity approach to the Sourlas code system
H Huang, H Zhou
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 80 (5 …, 2009
112009
Relationship between manifold smoothness and adversarial vulnerability in deep learning with local errors
Z Jiang, J Zhou, H Huang
Chinese Physics B 30 (4), 048702, 2021
102021
Learning credit assignment
C Li, H Huang
Physical Review Letters 125 (17), 178301, 2020
102020
Structure of attractors in randomly connected networks
T Toyoizumi, H Huang
Physical Review E 91 (3), 032802, 2015
92015
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—Statistical, Nonlinear, and Soft Matter Physics 82 (5 …, 2010
82010
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Artículos 1–20