Search Results for author: Xiaotong Ni

Found 3 papers, 1 papers with code

Integrating Quantum Processor Device and Control Optimization in a Gradient-based Framework

no code implementations23 Dec 2021 Xiaotong Ni, Hui-Hai Zhao, Lei Wang, Feng Wu, Jianxin Chen

In a quantum processor, the device design and external controls together contribute to the quality of the target quantum operations.

Neural Network Decoders for Large-Distance 2D Toric Codes

1 code implementation18 Sep 2018 Xiaotong Ni

The structure of our neural network decoder is inspired by the renormalization group decoder.

Using Recurrent Neural Networks to Optimize Dynamical Decoupling for Quantum Memory

no code implementations1 Apr 2016 Moritz August, Xiaotong Ni

We utilize machine learning models which are based on recurrent neural networks to optimize dynamical decoupling (DD) sequences.

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