3 papers
quant-ph2023
A new quantum machine learning algorithm: split hidden quantum Markov model inspired by quantum conditional master equation
Xiao-Yu Li, Qin-Sheng Zhu, Yong Hu +4
The Hidden Quantum Markov Model (HQMM) has significant potential for analyzing time-series data and studying stochastic processes in the quantum domain as an upgrading option with…
quant-ph2018
Machine learning study of the relationship between the geometric and entropy discord
Qin-Sheng Zhu, Xiao-Yu Li, Ming-Zheng Zhu +3
As an important resource to realize quantum information, quantum correlation displays different behaviors, freezing phenomenon and non-localization, which are dissimilar to the ent…
quant-ph2018
The freezing Rènyi quantum discord
Xiao-Yu Li, Qin-Sheng Zhu, Ming-Zheng Zhu +3
As a universal quantum character of quantum correlation, the freezing phenomenon is researched by geometry and quantum discord methods, respectively. In this paper, the properties…