2 papers
quant-ph2025
GAN decoder on a quantum toric code for noise-robust quantum teleportation
Jiaxin Li, Zhimin Wang, Alberto Ferrara +2
We propose a generative adversarial network (GAN)-based decoder for quantum topological codes and apply it to enhance a quantum teleportation protocol under depolarizing noise. By…
quant-ph2025
The inherent convolution property of quantum neural networks
Guangkai Qu, Zhimin Wang, Guoqiang Zhong +1
Quantum neural networks (QNNs) represent a pioneering intersection of quantum computing and deep learning. In this study, we unveil a fundamental convolution property inherent to Q…