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Analyzing the barren plateau phenomenon in training quantum neural networks with the ZX-calculus 期刊论文
QUANTUM, 2021, 卷号: 5, 页码: 49
作者:  Zhao, Chen;  Gao, Xiao-Shan
收藏  |  浏览/下载：112/0  |  提交时间：2021/10/26
Solving forward and inverse problems of the logarithmic nonlinear Schrodinger equation with PT-symmetric harmonic potential via deep learning 期刊论文
PHYSICS LETTERS A, 2021, 卷号: 387, 页码: 12
作者:  Zhou, Zijian;  Yan, Zhenya
收藏  |  浏览/下载：145/0  |  提交时间：2021/04/26
Logarithmic nonlinear Schrodinger equation  PT-symmetric potentials  Physics-informed neural networks  Deep learning  Data-driven discovery of LNLS equation  Data-driven solitons  
Nonlinear quantum neuron: A fundamental building block for quantum neural networks 期刊论文
PHYSICAL REVIEW A, 2020, 卷号: 102, 期号: 5, 页码: 8
作者:  Yan, Shilu;  Qi, Hongsheng;  Cui, Wei
收藏  |  浏览/下载：144/0  |  提交时间：2021/01/14
Measurement-induced Boolean dynamics and controllability for closed quantum networks 期刊论文
AUTOMATICA, 2020, 卷号: 114, 页码: 11
作者:  Qi, Hongsheng;  Mu, Biqiang;  Petersen, Ian R.;  Shi, Guodong
收藏  |  浏览/下载：136/0  |  提交时间：2020/05/24
Quantum networks  Quantum measurements  Bilinear systems  Boolean networks  
Experimental realization of state transfer by quantum walks with two coins 期刊论文
Quantum Science and Technology, 2019, 卷号: 5, 期号: 1
作者:  Shang,Yun;  Li,Meng
收藏  |  浏览/下载：121/0  |  提交时间：2020/03/10
state transfer  experimental realization  quantum walks with two coins  
Building quantum neural networks based on a swap test 期刊论文
PHYSICAL REVIEW A, 2019, 卷号: 100, 期号: 1, 页码: 9
作者:  Zhao, Jian;  Zhang, Yuan-Hang;  Shao, Chang-Peng;  Wu, Yu-Chun;  Guo, Guang-Can;  Guo, Guo-Ping
收藏  |  浏览/下载：161/0  |  提交时间：2020/01/10
QUANTUM SPEEDUP OF TRAINING RADIAL BASIS FUNCTION NETWORKS 期刊论文
QUANTUM INFORMATION & COMPUTATION, 2019, 卷号: 19, 期号: 7-8, 页码: 609-625
作者:  Shao, Changpeng
收藏  |  浏览/下载：165/0  |  提交时间：2020/01/10
quantum algorithm  quantum machine learning  radial basis function network  
Fast variational quantum algorithms for training neural networks and solving convex optimizations 期刊论文
PHYSICAL REVIEW A, 2019, 卷号: 99, 期号: 4, 页码: 10
作者:  Shao, Changpeng
收藏  |  浏览/下载：158/0  |  提交时间：2020/01/10
Quantum Clique Gossiping 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 8
作者:  Li, Bo;  Li, Shuang;  Wu, Junfeng;  Qi, Hongsheng
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
Reaching Agreement in Quantum Hybrid Networks 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 9
作者:  Shi, Guodong;  Li, Bo;  Miao, Zibo;  Dower, Peter M.;  James, Matthew R.
收藏  |  浏览/下载：108/0  |  提交时间：2018/07/30