83 citations · 734 across the 57 of their papers we have counts for
Showing 2020 · quant-phShow all
2 papers · 2 filters
quant-ph2020★ 25 cited
When Machine Learning Meets Quantum Computers: A Case Study
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
Along with the development of AI democratization, the machine learning approach, in particular neural networks, has been applied to wide-range applications. In different applicatio…
quant-ph2020★ 53 cited
A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
Despite the pursuit of quantum advantages in various applications, the power of quantum computers in neural network computations has mostly remained unknown, primarily due to a mis…