1 citations · 1 across the 2 of their papers we have counts for
4 papers
Novel Architecture of Parameterized Quantum Circuit for Graph Convolutional Network
Yanhu Chen, Cen Wang, Hongxiang Guo +1
Recently, the implementation of quantum neural networks is based on noisy intermediate-scale quantum (NISQ) devices. Parameterized quantum circuit (PQC) is such the method, and its…
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…
Quantum Spike Neural Network
Yanhu Chen, Hongxiang Guo, Cen Wang +2
Utilizing quantum computers to deploy artificial neural networks (ANNs) will bring the potential of significant advancements in both speed and scale. In this paper, we propose a ki…
An Optimized Quantum Maximum or Minimum Searching Algorithm and its Circuits
Yanhu Chen, Shijie Wei, Xiong Gao +3
Finding a maximum or minimum is a fundamental building block in many mathematical models. Compared with classical algorithms, Durr, Hoyer's quantum algorithm (DHA) achieves quadrat…