Παρακολούθηση
Quoc Hoan Tran
Quoc Hoan Tran
Fujitsu Research
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα fujitsu.com - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Universal approximation property of quantum machine learning models in quantum-enhanced feature spaces
T Goto, QH Tran, K Nakajima
Physical Review Letters 127 (9), 090506, 2021
111*2021
Learning Temporal Quantum Tomography
QH Tran, K Nakajima
Physical Review Letters 127 (26), 2021
402021
Topological persistence machine of phase transitions
QH Tran, M Chen, Y Hasegawa
Physical Review E 103 (5), 052127, 2021
402021
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
Topological time-series analysis with delay-variant embedding
QH Tran, Y Hasegawa
Physical Review E 99 (3), 032209, 2019
292019
Higher-order quantum reservoir computing
QH Tran, K Nakajima
arXiv preprint arXiv:2006.08999, 2020
272020
Scale-variant topological information for characterizing the structure of complex networks
QH Tran, VT Vo, Y Hasegawa
Physical Review E 100 (3), 032308, 2019
19*2019
Splitting and parallelizing of quantum convolutional neural networks for learning translationally symmetric data
K Chinzei, QH Tran, K Maruyama, H Oshima, S Sato
Physical Review Research 6 (2), 023042, 2024
82024
Hierarchy of the echo state property in quantum reservoir computing
S Kobayashi, T Quoc Hoan, K Nakajima
Machine Learning with New Compute Paradigms, 2023
7*2023
Quantum-classical hybrid information processing via a single quantum system
QH Tran, S Ghosh, K Nakajima
Physical Review Research 5 (4), 043127, 2023
52023
Evaluating the phase dynamics of coupled oscillators via time-variant topological features
K Itabashi, QH Tran, Y Hasegawa
Physical Review E 103 (3), 032207, 2021
52021
Variational denoising for variational quantum eigensolver
QH Tran, S Kikuchi, H Oshima
Physical Review Research 6 (2), 023181, 2024
42024
Hidden topics modeling approach for review quality prediction and classification
HT Quoc, H Ochiai, H Esaki
2015 7th International Conference of Soft Computing and Pattern Recognition …, 2015
32015
Coherence influx is indispensable for quantum reservoir computing
S Kobayashi, QH Tran, K Nakajima
arXiv preprint arXiv:2409.12693, 2024
22024
Quantum curriculum learning
QH Tran, Y Endo, H Oshima
arXiv preprint arXiv:2407.02419, 2024
22024
Trade-off between gradient measurement efficiency and expressivity in deep quantum neural networks
K Chinzei, S Yamano, QH Tran, Y Endo, H Oshima
arXiv preprint arXiv:2406.18316, 2024
22024
Exponential Improvement on Asian Option Pricing Through Quantum Preconditioning Methods
G Rendon, R Kshirsagar, QH Tran
arXiv preprint arXiv:2501.15614, 2025
2025
Resource-efficient equivariant quantum convolutional neural networks
K Chinzei, QH Tran, Y Endo, H Oshima
arXiv preprint arXiv:2410.01252, 2024
2024
Variant Topological Data Analysis
QH Tran
東京大学, 2020
2020
パーシステントホモロジーを用いた確率的な化学反応ネットワークの分岐点の推定
TQ Hoan, VV Tan, 長谷川禎彦
研究報告バイオ情報学 (BIO) 2017 (7), 1-6, 2017
2017
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