Quantum Convolutional Neural Networks

Iris Cong, Soonwon Choi, Mikhail D. Lukin

We introduce and analyze a novel quantum machine learning model motivated by convolutional neural networks. Our quantum convolutional neural network (QCNN) makes use of only $O(\lo…