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Solving Statistical Mechanics Using Variational Autoregressive Networks 期刊论文
PHYSICAL REVIEW LETTERS, 2019, 卷号: 122, 期号: 8, 页码: 80602
Authors:  Wu, DA;  Wang, L;  Zhang, P
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SOLVABLE MODEL  
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  
Unsupervised Generative Modeling Using Matrix Product States 期刊论文
PHYSICAL REVIEW X, 2018, 卷号: 8, 期号: 3, 页码: 31012
Authors:  Han, ZY;  Wang, J;  Fan, H;  Wang, L;  Zhang, P
Favorite  |  View/Download:3/0  |  Submit date:2018/12/26
NEURAL-NETWORKS  RENORMALIZATION-GROUP  BOLTZMANN MACHINES  TENSOR NETWORKS  ALGORITHM  SYSTEMS  
Deep learning for R-parity violating supersymmetry searches at the LHC 期刊论文
PHYSICAL REVIEW D, 2018, 卷号: 98, 期号: 7, 页码: 76017
Authors:  Guo, J;  Li, JM;  Li, TJ;  Xu, FZ;  Zhang, WX
Favorite  |  View/Download:2/0  |  Submit date:2018/12/27
JET SUBSTRUCTURE  NEURAL-NETWORKS  PHYSICS  
Unsupervised Generative Modeling Using Matrix Product States 期刊论文
PHYSICAL REVIEW X, 2018, 卷号: 8, 期号: 3, 页码: 31012
Authors:  Han, ZY;  Wang, J;  Fan, H;  Wang, L;  Zhang, P
Favorite  |  View/Download:3/0  |  Submit date:2018/12/27
NEURAL-NETWORKS  RENORMALIZATION-GROUP  BOLTZMANN MACHINES  TENSOR NETWORKS  ALGORITHM  SYSTEMS  
Cavity master equation for the continuous time dynamics of discrete-spin models 期刊论文
PHYSICAL REVIEW E, 2017, 卷号: 95, 期号: 5, 页码: 52119
Authors:  Aurell, E;  Del Ferraro, G;  Dominguez, E;  Mulet, R;  Del Ferraro, G (reprint author), AlbaNova Univ Ctr, Dept Computat Biol, SE-10691 Stockholm, Sweden.
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NeBcon: protein contact map prediction using neural network training coupled with naiive Bayes classifiers 期刊论文
BIOINFORMATICS, 2017, 卷号: 33, 期号: 15, 页码: 2296-2306
Authors:  He, BJ;  Mortuza, SM;  Wang, YT;  Shen, HB;  Zhang, Y;  Zhang, Y (reprint author), Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA.;  Zhang, Y (reprint author), Univ Michigan, Dept Biol Chem, Ann Arbor, MI 48109 USA.
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Quantum Image Processing and Its Application to Edge Detection: Theory and Experiment 期刊论文
PHYSICAL REVIEW X, 2017, 卷号: 7, 期号: 3, 页码: 31041
Authors:  Yao, XW;  Wang, HY;  Liao, ZY;  Chen, MC;  Pan, J;  Li, J;  Zhang, KC;  Lin, XC;  Wang, ZH;  Luo, ZH;  Zheng, WQ;  Li, JZ;  Zhao, MS;  Peng, XH;  Suter, D;  Yao, XW (reprint author), Xiamen Univ, Dept Elect Sci, Coll Phys Sci & Technol, Xiamen 361005, Fujian, Peoples R China.;  Yao, XW (reprint author), Dahonggou Haydite Mine, Urumqi 831499, Xinjiang, Peoples R China.;  Yao, XW (reprint author), Yili Univ, Coll Phys Sci & Technol, Yining 835000, Xinjiang, Peoples R China.
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Co-emergence of multi-scale cortical activities of irregular firing, oscillations and avalanches achieves cost-efficient information capacity 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2017, 卷号: 13, 期号: 2, 页码: e1005384
Authors:  Yang, DP;  Zhou, HJ;  Zhou, CS;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Ctr Nonlinear Studies, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Inst Computat & Theoret Studies, Kowloon Tong, Hong Kong, Peoples R China.;  Yang, DP (reprint author), Univ Sydney, Sch Phys, Sydney, NSW, Australia.;  Zhou, CS (reprint author), Beijing Computat Sci Res Ctr, Beijing, Peoples R China.;  Zhou, CS (reprint author), Virtual Univ, HKBU Inst Res & Continuing Educ, Res Ctr, Pk Bldg,South Area Hitech Ind Pk, Shenzhen, Peoples R China.
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Improving prediction of burial state of residues by exploiting correlation among residues 期刊论文
BMC BIOINFORMATICS, 2017, 卷号: 18, 页码: 70
Authors:  Gong, HE;  Zhang, HC;  Zhu, JW;  Wang, C;  Sun, SW;  Zheng, WM;  Bu, DB;  Bu, DB (reprint author), Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Proc, Beijing 100190, Peoples R China.;  Zheng, WM (reprint author), Chinese Acad Sci, Inst Theoret Phys, Beijing 100190, Peoples R China.
Adobe PDF(1505Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2017/12/21
Protein Structure  Burial States Of Residue  Conditional Random Field  Residue Correlation