Natural quantum reservoir computing for temporal information processing Y Suzuki, Q Gao, KC Pradel, K Yasuoka, N Yamamoto Scientific reports 12 (1), 1353, 2022 | 77 | 2022 |
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 | 66 | 2021 |
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 | 56 | 2020 |
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 | 16 | 2023 |
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 | 15 | 2021 |
Quantum Fisher kernel for mitigating the vanishing similarity issue Y Suzuki, H Kawaguchi, N Yamamoto Quantum Science and Technology, 2022 | 13 | 2022 |
Problem-specific parameterized quantum circuits of the VQE algorithm for optimization problems A Matsuo, Y Suzuki, S Yamashita arXiv preprint arXiv:2006.05643, 2020 | 11 | 2020 |
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 | 7 | 2023 |
Effect of alternating layered Ansäatze on trainability of projected quantum kernels Y Suzuki, M Li Physical Review A 110 (1), 012409, 2024 | 6 | 2024 |
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 | | |