量子-经典机器学习:量子卷积神经网络
原文英文,约3200词,阅读约需12分钟。发表于: 。This post is about the paper Quanvolutional Neural Networks: Powering Image Recognition with Quantum Circuits and my implementation based on it. I have written this post based on my understanding....
本文介绍了量子卷积神经网络(QNN),通过将经典卷积层替换为量子卷积层,结合量子和经典机器学习。作者在GitHub上分享了QNN代码。尽管理论上有优势,但在MNIST数据集上的表现未超越传统CNN。作者欢迎反馈和建议以改进。