98 citations · 960 across the 51 of their papers we have counts for
4 papers · 1 filter
Neural-network-based parameter estimation for quantum detection
Yue Ban, Javier Echanobe, Yongcheng Ding +2
Artificial neural networks bridge input data into output results by approximately encoding the function that relates them. This is achieved after training the network with a collec…
Breaking Adiabatic Quantum Control with Deep Learning
Yongcheng Ding, Yue Ban, José D. Martín-Guerrero +3
In the era of digital quantum computing, optimal digitized pulses are requisite for efficient quantum control. This goal is translated into dynamic programming, in which a deep rei…
Robust Detection of High-Frequency Signals at the Nanoscale
Carlos Munuera-Javaloy, Yue Ban, Xi Chen +1
We present a method relying on shortcuts to adiabaticity to achieve quantum detection of high frequency signals at the nanoscale in a robust manner. More specifically, our protocol…
Speed-up Quantum Perceptron via Shortcuts to Adiabaticity
Yue Ban, Xi Chen, E. Torrontegui +2
The quantum perceptron is a fundamental building block for quantum machine learning. This is a multidisciplinary field that incorporates abilities of quantum computing, such as sta…