48 citations · 75 across the 4 of their papers we have counts for
4 papers
An unsupervised feature learning for quantum-classical convolutional network with applications to fault detection
Tong Dou, Zhenwei Zhou, Kaiwei Wang +2
Combining the advantages of quantum computing and neural networks, quantum neural networks (QNNs) have gained considerable attention recently. However, because of the lack of quant…
Module for arbitrary controlled rotation in gate-based quantum algorithms
Shilu Yan, Tong Dou, Runqiu Shu +1
To assess whether a gate-based quantum algorithm can be executed successfully on a noisy intermediate-scale quantum (NISQ) device, both complexity and actual value of quantum resou…
Threats and Opportunities: Blockchain Meets Quantum Computation
Wei Cui, Tong Dou, Shilu Yan
This article considered deficiencies of the flourishing blockchain technology manifested by the development of quantum computation. We show that the future blockchain technology wo…
Nonlinear Quantum Neuron: A Fundamental Building Block for Quantum Neural Networks
Shilu Yan, Hongsheng Qi, Wei Cui
Quantum computing enables quantum neural networks (QNNs) to have great potentials to surpass artificial neural networks (ANNs). The powerful generalization of neural networks is at…