98 citations · 960 across the 51 of their papers we have counts for
3 papers · 2 filters
Mutual Reinforcement between Neural Networks and Quantum Physics
Yue Ban, Javier Echanobe, Erik Torrontegui +1
Quantum machine learning emerges from the symbiosis of quantum mechanics and machine learning. In particular, the latter gets displayed in quantum sciences as: (i) the use of class…
Quantum neural networks with multi-qubit potentials
Yue Ban, E. Torrontegui, J. Casanova
We propose quantum neural networks that include multi-qubit interactions in the neural potential leading to a reduction of the network depth without losing approximative power. We…
Experimentally Realizing Efficient Quantum Control with Reinforcement Learning
Ming-Zhong Ai, Yongcheng Ding, Yue Ban +7
Robust and high-precision quantum control is crucial but challenging for scalable quantum computation and quantum information processing. Traditional adiabatic control suffers seve…