3 papers
quant-ph2021
A Quantum Convolutional Neural Network on NISQ Devices
ShiJie Wei, YanHu Chen, ZengRong Zhou +1
Quantum machine learning is one of the most promising applications of quantum computing in the Noisy Intermediate-Scale Quantum(NISQ) era. Here we propose a quantum convolutional n…
quant-ph2018
Measurement-Device-Independent Quantum Secure Direct Communication
Zeng-Rong Zhou, Yu-Bo Sheng, Peng-Hao Niu +2
Quantum secure direct communication (QSDC) is the technology to transmit secret information directly through a quantum channel without neither key nor ciphertext. It provides us wi…
quant-ph2018
Optimizing a Polynomial Function on a Quantum Simulator
Keren Li, Shijie Wei, Feihao Zhang +5
Gradient descent method, as one of the major methods in numerical optimization, is the key ingredient in many machine learning algorithms. As one of the most fundamental way to sol…