171 citations · 227 across the 7 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
physics.optics2019
Low-Depth Optical Neural Networks
Xiao-Ming Zhang, Man-Hong Yung
Optical neural network (ONN) is emerging as an attractive proposal for machine-learning applications, enabling high-speed computation with low-energy consumption. However, there ar…
quant-ph2019
When does reinforcement learning stand out in quantum control? A comparative study on state preparation
Xiao-Ming Zhang, Zezhu Wei, Raza Asad +2
Reinforcement learning has been widely used in many problems, including quantum control of qubits. However, such problems can, at the same time, be solved by traditional, non-machi…