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Noise-robust classification of single-shot electron spin readouts using a deep neural network

Yuta Matsumoto1, Takafumi Fujita1,2,3, Arne Ludwig4, Andreas D. Wieck4 , Kazunori Komatani1,2 and Akira Oiwa1,3,5

npj Quantum Information 7, Article number: 136 (2021)

 

1 SANKEN (The Institute of Scientific and Industrial Research), Osaka University, Ibaraki, Osaka, Japan.

2 Artificial Intelligence Research Center, SANKEN (The Institute of Scientific and Industrial Research), Osaka University, Ibaraki, Osaka, Japan

3 Center for Spintronics Research Network, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka, Japan.

4 Lehrstuhl für Angewandte Festkörperphysik, Ruhr-Universität Bochum, Gebäude, NB, Germany.

5 Center for Quantum Information and Quantum Biology, Osaka University, Tokyonaka, Osaka, Japan.