2 papers
quant-ph2026
Identification of quantum generative circuits with parallel quantum neural network
Zheping Wu, Xiaopeng Huang, Hengyue Jia +2
The rapid emergence of quantum technology has raised new challenges in distinguishing various quantum circuits of similar functions. In this work, we propose parallel quantum embed…
quant-ph2025
Quantum data generation in a denoising model with multiscale entanglement renormalization network
Wei-Wei Zhang, Xiaopeng Huang, Shenglin Shan +4
Quantum technology has entered the era of noisy intermediate-scale quantum (NISQ) information processing. The technological revolution of machine learning represented by generative…