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Circumventing spin-glass traps by microcanonical spontaneous symmetry breaking 期刊论文
PHYSICAL REVIEW E, 2021, 卷号: 103, 期号: 4, 页码: 42112
Authors:  Zhou, Hai-Jun;  Liao, Qinyi
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INFERENCE  EXAMPLES  ONLINE  
Maximally flexible solutions of a random K-satisfiability formula 期刊论文
PHYSICAL REVIEW E, 2020, 卷号: 102, 期号: 1, 页码: 12301
Authors:  Zhao, Han;  Zhou, Hai -Jun
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SURVEY PROPAGATION  ALGORITHM  THRESHOLD  SAT  
Active Online Learning in the Binary Perceptron Problem 期刊论文
COMMUNICATIONS IN THEORETICAL PHYSICS, 2019, 卷号: 71, 期号: 2, 页码: 243-252
Authors:  Zhou, HJ
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STATISTICAL-MECHANICS  EXAMPLES  INFERENCE  ALGORITHM  NETWORKS  STORAGE  
Supervised Deep Learning in High Energy Phenomenology: a Mini Review 期刊论文
COMMUNICATIONS IN THEORETICAL PHYSICS, 2019, 卷号: 71, 期号: 8, 页码: 955-990
Authors:  Abdughani, Murat;  Ren, Jie;  Wu, Lei;  Yang, Jin-Min;  Zhao, Jun
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NEURAL-NETWORKS  DARK-MATTER  PROGRAM  MODEL  ASYMMETRY  GAME  
Optimal Segmentation of Directed Graph and the Minimum Number of Feedback Arcs 期刊论文
JOURNAL OF STATISTICAL PHYSICS, 2017, 卷号: 169, 期号: 1, 页码: 187-202
Authors:  Xu, YZ;  Zhou, HJ;  Zhou, HJ (reprint author), Chinese Acad Sci, Inst Theoret Phys, Key Lab Theoret Phys, Zhong Guan Cun East Rd 55, Beijing 100190, Peoples R China.;  Zhou, HJ (reprint author), Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China.
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Feedback Arc Set  Directed Cycle  Replica-symmetric  Belief Propagation  Segmentation  Mean Field Theory  Algorithm  
Counting solutions from finite samplings 期刊论文
PHYSICAL REVIEW E, 2012, 卷号: 85, 期号: 2, 页码: 26118
Authors:  Huang, HP;  Zhou, HJ;  Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.
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Neural Population  Cortical Networks  Entropy  Couplings  States  
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.
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Perceptron Problem  Memory  Rules  
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
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Constraint Satisfaction Problems  Neural Network Models  Binary Perceptron  Storage Capacity  Synapses  Algorithm  Couplings  Plasticity  Dynamics