Song Cheng
Song Cheng
Yanqi Lake Beijing Institute of Mathematical Sciences and Applications
確認したメール アドレス: bimsa.cn
タイトル
引用先
引用先
Equivalence of restricted Boltzmann machines and tensor network states
J Chen, S Cheng, H Xie, L Wang, T Xiang
Physical Review B 97 (8), 085104, 2018
1652018
Information perspective to probabilistic modeling: Boltzmann machines versus born machines
S Cheng, J Chen, L Wang
Entropy 20 (8), 583, 2018
462018
Tree tensor networks for generative modeling
S Cheng, L Wang, T Xiang, P Zhang
Physical Review B 99 (15), 155131, 2019
302019
Phase transition of the q-state clock model: Duality and tensor renormalization
J Chen, HJ Liao, HD Xie, XJ Han, RZ Huang, S Cheng, ZC Wei, ZY Xie, ...
Chinese Physics Letters 34 (5), 050503, 2017
222017
Compressing deep neural networks by matrix product operators
ZF Gao, S Cheng, RQ He, ZY Xie, HH Zhao, ZY Lu, T Xiang
Physical Review Research 2 (2), 023300, 2020
62020
Simulating noisy quantum circuits with matrix product density operators
S Cheng, C Cao, C Zhang, Y Liu, SY Hou, P Xu, B Zeng
arXiv preprint arXiv:2004.02388, 2020
22020
Supervised Learning with Projected Entangled Pair States
S Cheng, L Wang, P Zhang
arXiv preprint arXiv:2009.09932, 2020
12020
量子纠缠: 从量子物质态到深度学习
程嵩, 陈靖, 王磊
物理 46 (7), 416-423, 2017
2017
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