BriefGPT.xyz
Jun, 2023
机器学习优化量子电路合成
Improving Quantum Circuit Synthesis with Machine Learning
HTML
PDF
Mathias Weiden, Ed Younis, Justin Kalloor, John Kubiatowicz, Costin Iancu
TL;DR
本文提出了一种名为QSeed的基于机器学习的种子综合算法,通过学习量子数据集,能够快速地提出实现单位矩阵的资源有效电路,并在64个量子位Shor因子分解算法的核心组件中,将合成时间加速了3.7倍。
Abstract
In the Noisy Intermediate Scale Quantum (NISQ) era, finding implementations of
quantum algorithms
that minimize the number of expensive and error prone multi-qubit gates is vital to ensure computations produce meaningful outputs.
→