Photonic-Implemented Efficient Deep Quantum Neural Network via Virtual-Driven Hilbert Space Expansion
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Haoran, Zhu, Huihui, Zhao, Zichao, Liang, Qishen, Ye, Liao, Hou, Baojie, Guo, Jia, Kwek, Leong Chuan, Gu, Mile, Thompson, Jayne, Luo, Wei, Wang, Yuehai, Yang, Jianyi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Quantum Generative Adversarial Networks in a Silicon Photonic Chip with Maximum Expressibility
by: Ma, Haoran, et al.
Published: (2024)
by: Ma, Haoran, et al.
Published: (2024)
Programmable time-frequency mode encoded quantum state generator for silicon-on-insulator platform
by: Ye, Liao, et al.
Published: (2025)
by: Ye, Liao, et al.
Published: (2025)
Engineering biphoton spectral wavefunction in a silicon micro-ring resonator with split resonances
by: Ye, Liao, et al.
Published: (2024)
by: Ye, Liao, et al.
Published: (2024)
Quantum Policy Gradient in Reproducing Kernel Hilbert Space
by: Bossens, David M., et al.
Published: (2024)
by: Bossens, David M., et al.
Published: (2024)
Certifying Temporal Correlations
by: Shrotriya, Harshank, et al.
Published: (2022)
by: Shrotriya, Harshank, et al.
Published: (2022)
Learning Quantum-Samplers for Stochastic Processes with Quantum Sequence Models
by: Wang, Ximing, et al.
Published: (2026)
by: Wang, Ximing, et al.
Published: (2026)
Stability of macroscopic spin ensembles against inhomogeneous dephasing
by: Mok, Wai-Keong, et al.
Published: (2024)
by: Mok, Wai-Keong, et al.
Published: (2024)
Hybrid Quasi-Bound State in the Continuum at Topological Quantum Optics Interface
by: Zhang, Yue-Zhi, et al.
Published: (2025)
by: Zhang, Yue-Zhi, et al.
Published: (2025)
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning
by: Chittoor, Hari Hara Suthan, et al.
Published: (2024)
by: Chittoor, Hari Hara Suthan, et al.
Published: (2024)
Quantization of nonlinear non-Hamiltonian systems
by: Chia, Andy, et al.
Published: (2025)
by: Chia, Andy, et al.
Published: (2025)
Optimal Probes for Global Quantum Thermometry
by: Mok, Wai-Keong, et al.
Published: (2020)
by: Mok, Wai-Keong, et al.
Published: (2020)
Energetic advantages for quantum agents in online execution of complex strategies
by: Thompson, Jayne, et al.
Published: (2025)
by: Thompson, Jayne, et al.
Published: (2025)
Virtual quantum resource distillation
by: Yuan, Xiao, et al.
Published: (2023)
by: Yuan, Xiao, et al.
Published: (2023)
The relative entropy of coherence quantifies performance in Bayesian metrology
by: Lecamwasam, Ruvi, et al.
Published: (2024)
by: Lecamwasam, Ruvi, et al.
Published: (2024)
Data-Driven Stochastic AC-OPF using Gaussian Processes
by: Mitrovic, Mile
Published: (2024)
by: Mitrovic, Mile
Published: (2024)
Integrated Photonic Quantum Computing: From Silicon to Lithium Niobate
by: Zhang, Hui, et al.
Published: (2026)
by: Zhang, Hui, et al.
Published: (2026)
Virtual quantum resource distillation: General framework and applications
by: Takagi, Ryuji, et al.
Published: (2024)
by: Takagi, Ryuji, et al.
Published: (2024)
IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction
by: Chen, Yuehai
Published: (2023)
by: Chen, Yuehai
Published: (2023)
FSCA-Net: Feature-Separated Cross-Attention Network for Robust Multi-Dataset Training
by: Chen, Yuehai
Published: (2026)
by: Chen, Yuehai
Published: (2026)
Gaussian Atemporality: When Gaussian Quantum Correlations Imply Common Cause
by: Song, Minjeong, et al.
Published: (2025)
by: Song, Minjeong, et al.
Published: (2025)
Dicke superradiance requires interactions beyond nearest-neighbors
by: Mok, Wai-Keong, et al.
Published: (2022)
by: Mok, Wai-Keong, et al.
Published: (2022)
Enhanced Density Fluctuations Near a Disordered Chiral Topological Transition
by: Ding, Hai-Tao, et al.
Published: (2026)
by: Ding, Hai-Tao, et al.
Published: (2026)
Loop Quantum Photonic Chip for Coherent Multi-Time-Step Evolution
by: Zhan, Yuancheng, et al.
Published: (2024)
by: Zhan, Yuancheng, et al.
Published: (2024)
Quantum-optimal information encoding using noisy passive linear optics
by: Tanggara, Andrew, et al.
Published: (2023)
by: Tanggara, Andrew, et al.
Published: (2023)
Loop Quantum Photonic Chip for Coherent Multi‐Time‐Step Evolution
by: Yuancheng Zhan, et al.
Published: (2026)
by: Yuancheng Zhan, et al.
Published: (2026)
A passive atomtronics filter for Fermi gases
by: Hue, Jun Hao, et al.
Published: (2025)
by: Hue, Jun Hao, et al.
Published: (2025)
Transient entanglement generation in driven chiral networks beyond the secular approximation
by: Foo, Yan Xi, et al.
Published: (2026)
by: Foo, Yan Xi, et al.
Published: (2026)
Uncertainty-disturbance relations and applications
by: Sun, Liang-Liang, et al.
Published: (2022)
by: Sun, Liang-Liang, et al.
Published: (2022)
Variational Learning of Integrated Quantum Photonic Circuits via Genetic Algorithm
by: Hui Zhang, et al.
Published: (2024)
by: Hui Zhang, et al.
Published: (2024)
Embedding memory-efficient stochastic simulators as quantum trajectories
by: Elliott, Thomas J., et al.
Published: (2024)
by: Elliott, Thomas J., et al.
Published: (2024)
Karhunen Loève Expansions of Hilbert Space-Valued Random Elements
by: Murphy, Trajan
Published: (2026)
by: Murphy, Trajan
Published: (2026)
NEURAL: An Elastic Neuromorphic Architecture with Hybrid Data-Event Execution and On-the-fly Attention Dataflow
by: Chen, Yuehai, et al.
Published: (2025)
by: Chen, Yuehai, et al.
Published: (2025)
Physics‐Aware Analytic‐Gradient Training of Photonic Neural Networks
by: Yuancheng Zhan, et al.
Published: (2024)
by: Yuancheng Zhan, et al.
Published: (2024)
Reproducing Kernel Hilbert Spaces for Virtual Persistence Diagrams
by: Fanning, Charles, et al.
Published: (2025)
by: Fanning, Charles, et al.
Published: (2025)
A Behavioral Framework for Data-Driven Modeling of Nonlinear Systems in Vector-Valued Reproducing Kernel Hilbert Spaces
by: Hou, Boya, et al.
Published: (2026)
by: Hou, Boya, et al.
Published: (2026)
Variational quantum classifiers via a programmable photonic microprocessor
by: Lin, Hexiang, et al.
Published: (2024)
by: Lin, Hexiang, et al.
Published: (2024)
Cross-Document Topic-Aligned Chunking for Retrieval-Augmented Generation
by: Stankovic, Mile
Published: (2025)
by: Stankovic, Mile
Published: (2025)
Strategic Code: A Unified Spatio-Temporal Framework for Quantum Error-Correction
by: Tanggara, Andrew, et al.
Published: (2024)
by: Tanggara, Andrew, et al.
Published: (2024)
Near-Term Pseudorandom and Pseudoresource Quantum States
by: Tanggara, Andrew, et al.
Published: (2025)
by: Tanggara, Andrew, et al.
Published: (2025)
Classically Spoofing System Linear Cross Entropy Score Benchmarking
by: Tanggara, Andrew, et al.
Published: (2024)
by: Tanggara, Andrew, et al.
Published: (2024)
Similar Items
-
Quantum Generative Adversarial Networks in a Silicon Photonic Chip with Maximum Expressibility
by: Ma, Haoran, et al.
Published: (2024) -
Programmable time-frequency mode encoded quantum state generator for silicon-on-insulator platform
by: Ye, Liao, et al.
Published: (2025) -
Engineering biphoton spectral wavefunction in a silicon micro-ring resonator with split resonances
by: Ye, Liao, et al.
Published: (2024) -
Quantum Policy Gradient in Reproducing Kernel Hilbert Space
by: Bossens, David M., et al.
Published: (2024) -
Certifying Temporal Correlations
by: Shrotriya, Harshank, et al.
Published: (2022)