Time-multiplexed Reservoir Computing with Quantum-Dot Lasers: Does more complexity lead to better performance?
Fuente:
arXiv
Saved in:
| Main Authors: | Dong, Huifang, Jaurigue, Lina, Lüdge, Kathy |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Krylov Complexity to Observability: Capturing Phase Space Dimension with Applications in Quantum Reservoir Computing
by: Čindrak, Saud, et al.
Published: (2025)
by: Čindrak, Saud, et al.
Published: (2025)
Utilizing rate-independent hysteresis for analog computing
by: Jaurigue, Lina, et al.
Published: (2025)
by: Jaurigue, Lina, et al.
Published: (2025)
Influence of noise-induced modulations on the timing stability of passively mode-locked semiconductor laser subject to optical feedback
by: Jaurigue, Lina, et al.
Published: (2024)
by: Jaurigue, Lina, et al.
Published: (2024)
Engineering Quantum Reservoirs through Krylov Complexity, Expressivity and Observability
by: Čindrak, Saud, et al.
Published: (2024)
by: Čindrak, Saud, et al.
Published: (2024)
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
by: Picco, Enrico, et al.
Published: (2024)
by: Picco, Enrico, et al.
Published: (2024)
Solving the time-complexity problem and tuning the performance of quantum reservoir computing by artificial memory restriction
by: Čindrak, Saud, et al.
Published: (2023)
by: Čindrak, Saud, et al.
Published: (2023)
Measurable Krylov Spaces and Eigenenergy Count in Quantum State Dynamics
by: Čindrak, Saud, et al.
Published: (2024)
by: Čindrak, Saud, et al.
Published: (2024)
High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL
by: Owen-Newns, Dafydd, et al.
Published: (2024)
by: Owen-Newns, Dafydd, et al.
Published: (2024)
Data-Driven Performance Measures using Global Properties of Attractors for Black-Box Surrogate Models of Chaotic Systems
by: Fumagalli, Luci, et al.
Published: (2025)
by: Fumagalli, Luci, et al.
Published: (2025)
Chaotic attractor reconstruction using small reservoirs -- the influence of topology
by: Jaurigue, Lina
Published: (2024)
by: Jaurigue, Lina
Published: (2024)
Memory-Nonlinearity Trade-off across Quantum Reservoir Computing Frameworks
by: Čindrak, Saud, et al.
Published: (2026)
by: Čindrak, Saud, et al.
Published: (2026)
Reservoir Computing with a single Josephson junction
by: Baxevanis, George, et al.
Published: (2026)
by: Baxevanis, George, et al.
Published: (2026)
Stability of Optically Injected Two-State Quantum-Dot Lasers
by: Meinecke, Stefan, et al.
Published: (2024)
by: Meinecke, Stefan, et al.
Published: (2024)
On Minimizing Krylov Complexity Using Higher-Order Generators
by: Čindrak, Saud, et al.
Published: (2026)
by: Čindrak, Saud, et al.
Published: (2026)
Data-Driven Acceleration of Multi-Physics Simulations
by: Meinecke, Stefan, et al.
Published: (2024)
by: Meinecke, Stefan, et al.
Published: (2024)
Optimizing the Cavity-Arm Ratio of V-Shaped Semiconductor Disk Lasers
by: Meinecke, Stefan, et al.
Published: (2024)
by: Meinecke, Stefan, et al.
Published: (2024)
Understanding Task Performance of Time-Multiplexed Optical Reservoir Computing via Polynomial Expansion
by: Koch, Elias R., et al.
Published: (2026)
by: Koch, Elias R., et al.
Published: (2026)
Data-Driven Forecasting of Non-Equilibrium Solid-State Dynamics
by: Meinecke, Stefan, et al.
Published: (2024)
by: Meinecke, Stefan, et al.
Published: (2024)
Neuromorphic Photonic Processing and Memory with Spiking Resonant Tunnelling Diode Neurons and Neural Networks
by: Owen-Newns, Dafydd, et al.
Published: (2025)
by: Owen-Newns, Dafydd, et al.
Published: (2025)
Efficient timing jitter simulation for passively mode-locked semiconductor lasers
by: Meinecke, Stefan, et al.
Published: (2024)
by: Meinecke, Stefan, et al.
Published: (2024)
Prediction performance of random reservoirs with different topology for nonlinear dynamical systems with different number of degrees of freedom
by: Rathor, Shailendra K., et al.
Published: (2025)
by: Rathor, Shailendra K., et al.
Published: (2025)
Learning Temporal Patterns in Financial Time Series: A Comparative Study of Quantum LSTM and Quantum Reservoir Computing
by: Maheshwari, Danyal, et al.
Published: (2026)
by: Maheshwari, Danyal, et al.
Published: (2026)
Reservoir Computing Using Measurement-Controlled Quantum Dynamics
by: Abbas, A. H., et al.
Published: (2024)
by: Abbas, A. H., et al.
Published: (2024)
Quantum Next Generation Reservoir Computing: An Efficient Quantum Algorithm for Forecasting Quantum Dynamics
by: Sornsaeng, Apimuk, et al.
Published: (2023)
by: Sornsaeng, Apimuk, et al.
Published: (2023)
Is the active suspension in a complex viscoelastic fluid more chaotic or more ordered?
by: Zhou, Yuan, et al.
Published: (2025)
by: Zhou, Yuan, et al.
Published: (2025)
Hybrid Photonic-Quantum Reservoir Computing For Time-Series Prediction
by: Kar, Oishik, et al.
Published: (2025)
by: Kar, Oishik, et al.
Published: (2025)
Manipulative Properties of the Asymmetry Double Quantum Dots via Laser and Gate Voltage
by: Zhao, Shun-Cai, et al.
Published: (2024)
by: Zhao, Shun-Cai, et al.
Published: (2024)
Forecasting Low-Dimensional Turbulence via Multi-Dimensional Hybrid Quantum Reservoir Computing
by: Salatino, L., et al.
Published: (2025)
by: Salatino, L., et al.
Published: (2025)
Practical Quantum Reservoir Computing in Rydberg Atom Arrays
by: Liu, Dong-Sheng, et al.
Published: (2026)
by: Liu, Dong-Sheng, et al.
Published: (2026)
Generating Quantum Reservoir State Representations with Random Matrices
by: Tovey, Samuel, et al.
Published: (2024)
by: Tovey, Samuel, et al.
Published: (2024)
Robust and Efficient Quantum Reservoir Computing with Discrete Time Crystal
by: Zhang, Da, et al.
Published: (2025)
by: Zhang, Da, et al.
Published: (2025)
PRCpy: A Python Package for Processing of Physical Reservoir Computing
by: Youel, Harry, et al.
Published: (2024)
by: Youel, Harry, et al.
Published: (2024)
Expressivity Limits of Quantum Reservoir Computing
by: Schütte, Nils-Erik, et al.
Published: (2025)
by: Schütte, Nils-Erik, et al.
Published: (2025)
Photon Number-Resolving Quantum Reservoir Computing
by: Nerenberg, Sam, et al.
Published: (2024)
by: Nerenberg, Sam, et al.
Published: (2024)
How Does Adiabatic Quantum Computation Fit into Quantum Automata Theory?
by: Yamakami, Tomoyuki
Published: (2020)
by: Yamakami, Tomoyuki
Published: (2020)
Deterministic Realization of Classical Dissipation on Quantum Computers
by: Khan, Muhammad Idrees, et al.
Published: (2026)
by: Khan, Muhammad Idrees, et al.
Published: (2026)
Quantum Transport Reservoir Computing
by: Jing, Yecheng, et al.
Published: (2025)
by: Jing, Yecheng, et al.
Published: (2025)
Distributed Coherent Optical Computing via Injection-Locked Photonic Networks
by: Gao, Shenghan, et al.
Published: (2026)
by: Gao, Shenghan, et al.
Published: (2026)
Memory-Augmented Hybrid Quantum Reservoir Computing
by: Settino, J., et al.
Published: (2024)
by: Settino, J., et al.
Published: (2024)
Quantum Reservoir Computing Implementations for Classical and Quantum Problems
by: Burgess, Adam, et al.
Published: (2022)
by: Burgess, Adam, et al.
Published: (2022)
Similar Items
-
From Krylov Complexity to Observability: Capturing Phase Space Dimension with Applications in Quantum Reservoir Computing
by: Čindrak, Saud, et al.
Published: (2025) -
Utilizing rate-independent hysteresis for analog computing
by: Jaurigue, Lina, et al.
Published: (2025) -
Influence of noise-induced modulations on the timing stability of passively mode-locked semiconductor laser subject to optical feedback
by: Jaurigue, Lina, et al.
Published: (2024) -
Engineering Quantum Reservoirs through Krylov Complexity, Expressivity and Observability
by: Čindrak, Saud, et al.
Published: (2024) -
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
by: Picco, Enrico, et al.
Published: (2024)