Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits
Quantum Physics
2025-12-01 v3
Abstract
We find that using neural networks to generate quantum states can effectively alleviate the barren plateau phenomenon present in random variational quantum circuits.
Cite
@article{arxiv.2411.08238,
title = {Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits},
author = {Zhehao Yi and Rahul Bhadani},
journal= {arXiv preprint arXiv:2411.08238},
year = {2025}
}
Comments
Paper accepted and presented at Optica Frontiers in Optics + Laser Science 2025 in Denver, Colorado, USA