48 citations · 75 across the 4 of their papers we have counts for
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quant-ph2021
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…
quant-ph2021★ 2 cited
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…
quant-ph2020★ 48 cited
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…