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State Sampling Dependence of Hopfield Network Inference 期刊论文
COMMUNICATIONS IN THEORETICAL PHYSICS, 2012, 卷号: 57, 期号: 1, 页码: 169-172
Authors:  Huang, HP;  Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, Key Lab Frontiers Theoret Phys, Beijing 100190, Peoples R China.
Favorite  |  View/Download:96/1  |  Submit date:2014/04/25
Neural Networks  Free-energies  Model  Population  System  
Combined local search strategy for learning in networks of binary synapses 期刊论文
EPL, 2011, 卷号: 96, 期号: 5, 页码: 58003
Authors:  Huang, HP;  Zhou, HJ;  Huang, HP (reprint author), Chinese Acad Sci, Key Lab Frontiers Theoret Phys, Inst Theoret Phys, Beijing 100190, Peoples R China.
Adobe PDF(539Kb)  |  Favorite  |  View/Download:178/47  |  Submit date:2013/05/17
Perceptron Problem  Memory  Rules  
Message passing algorithms for the Hopfield network reconstruction: Threshold behavior and limitation 期刊论文
PHYSICAL REVIEW E, 2010, 卷号: 82, 期号: 5, 页码: -
Authors:  Huang, Haiping;  Huang, HP , Chinese Acad Sci, Inst Theoret Phys, Key Lab Frontiers Theoret Phys, Beijing 100190, Peoples R China
Adobe PDF(169Kb)  |  Favorite  |  View/Download:164/30  |  Submit date:2012/08/02
Neural-networks  Statistical Physics  Cortical Networks  Primate Retina  Glass Models  Patterns  Connectivity  Population  States  
Learning by random walks in the weight space of the Ising perceptron 期刊论文
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2010, 期号: 75, 页码: -
Authors:  Huang, Haiping;  Zhou, Haijun;  Huang, HP , Chinese Acad Sci, Key Lab Frontiers Theoret Phys, Inst Theoret Phys, Beijing 100190, Peoples R China
Adobe PDF(305Kb)  |  Favorite  |  View/Download:106/18  |  Submit date:2012/08/02
Constraint Satisfaction Problems  Neural Network Models  Binary Perceptron  Storage Capacity  Synapses  Algorithm  Couplings  Plasticity  Dynamics  
Reconstructing the Hopfield network as an inverse Ising problem 期刊论文
PHYSICAL REVIEW E, 2010, 卷号: 81, 期号: 3, 页码: -
Authors:  Huang, Haiping;  Huang, HP , Chinese Acad Sci, Key Lab Frontiers Theoret Phys, Inst Theoret Phys, Beijing 100190, Peoples R China
Adobe PDF(4174Kb)  |  Favorite  |  View/Download:110/17  |  Submit date:2012/08/02
Neural-networks  Boltzmann Machines  Model  Patterns  
Cavity approach to the Sourlas code system 期刊论文
PHYSICAL REVIEW E, 2009, 卷号: 80, 期号: 5, 页码: -
Authors:  Huang, Haiping;  Zhou, Haijun;  Huang, HP , Chinese Acad Sci, Inst Theoret Phys, Key Lab Frontiers Theoret Phys, Beijing 100190, Peoples R China
Adobe PDF(200Kb)  |  Favorite  |  View/Download:104/18  |  Submit date:2012/08/02
Error-correcting Codes  Finite-temperature  Spin-glass  Statistical-mechanics  Mathematical-theory  Survey Propagation  Communication  Model