フォロー
Yudai Suzuki
Yudai Suzuki
確認したメール アドレス: epfl.ch
タイトル
引用先
引用先
Natural quantum reservoir computing for temporal information processing
Y Suzuki, Q Gao, KC Pradel, K Yasuoka, N Yamamoto
Scientific reports 12 (1), 1353, 2022
772022
Efficient discrete feature encoding for variational quantum classifier
H Yano, Y Suzuki, KM Itoh, R Raymond, N Yamamoto
IEEE Transactions on Quantum Engineering 2, 1-14, 2021
662021
Analysis and synthesis of feature map for kernel-based quantum classifier
Y Suzuki, H Yano, Q Gao, S Uno, T Tanaka, M Akiyama, N Yamamoto
Quantum Machine Intelligence 2, 1-9, 2020
562020
Temporal information processing induced by quantum noise
T Kubota, Y Suzuki, S Kobayashi, QH Tran, N Yamamoto, K Nakajima
Physical Review Research 5 (2), 023057, 2023
32*2023
Quantum reservoir computing with repeated measurements on superconducting devices
T Yasuda, Y Suzuki, T Kubota, K Nakajima, Q Gao, W Zhang, S Shimono, ...
arXiv preprint arXiv:2310.06706, 2023
162023
Normalized gradient descent for variational quantum algorithms
Y Suzuki, H Yano, R Raymond, N Yamamoto
2021 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2021
152021
Quantum Fisher kernel for mitigating the vanishing similarity issue
Y Suzuki, H Kawaguchi, N Yamamoto
Quantum Science and Technology, 2022
132022
Problem-specific parameterized quantum circuits of the VQE algorithm for optimization problems
A Matsuo, Y Suzuki, S Yamashita
arXiv preprint arXiv:2006.05643, 2020
112020
Enhancing VQE Convergence for Optimization Problems with Problem-Specific Parameterized Quantum Circuits
A Matsuo, Y Suzuki, I Hamamura, S Yamashita
IEICE TRANSACTIONS on Information and Systems 106 (11), 1772-1782, 2023
72023
Effect of alternating layered Ansäatze on trainability of projected quantum kernels
Y Suzuki, M Li
Physical Review A 110 (1), 012409, 2024
62024
Double-bracket quantum algorithms for quantum imaginary-time evolution
M Gluza, J Son, BH Tiang, Y Suzuki, Z Holmes, NHY Ng
arXiv preprint arXiv:2412.04554, 2024
2024
An Ising Machine Formulation for Design Updates in Topology Optimization of Flow Channels
Y Suzuki, S Aoki, F Key, K Endo, Y Matsuda, S Tanaka, M Behr, ...
arXiv preprint arXiv:2411.08405, 2024
2024
A Study on Quantum Car-Parrinello Molecular Dynamics with Classical Shadows for Resource Efficient Molecular Simulation
H Kashihara, Y Suzuki, K Yasuoka
arXiv preprint arXiv:2406.18797, 2024
2024
Light-cone feature selection for quantum machine learning
Y Suzuki, R Sakuma, H Kawaguchi
arXiv preprint arXiv:2403.18733, 2024
2024
Information processing device, information processing method, information processing system, robot system, and program
Q Gao, K Pradel, N Yamamoto, Y Suzuki
US Patent App. 18/463,674, 2023
2023
Measurement-based Quantum Reservoir Computing
T Yasuda, Y Suzuki, T Kubota, K Nakajima, H Nurdin, N Yamamoto
IEICE Technical Report; IEICE Tech. Rep., 0
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