High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL
Fuente:
arXiv
Guardado en:
| Autores principales: | Owen-Newns, Dafydd, Jaurigue, Lina, Robertson, Josh, Adair, Andrew, Jaurigue, Jonnel Anthony, Lüdge, Kathy, Hurtado, Antonio |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Influence of noise-induced modulations on the timing stability of passively mode-locked semiconductor laser subject to optical feedback
por: Jaurigue, Lina, et al.
Publicado: (2024)
por: Jaurigue, Lina, et al.
Publicado: (2024)
Utilizing rate-independent hysteresis for analog computing
por: Jaurigue, Lina, et al.
Publicado: (2025)
por: Jaurigue, Lina, et al.
Publicado: (2025)
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
por: Picco, Enrico, et al.
Publicado: (2024)
por: Picco, Enrico, et al.
Publicado: (2024)
From Krylov Complexity to Observability: Capturing Phase Space Dimension with Applications in Quantum Reservoir Computing
por: Čindrak, Saud, et al.
Publicado: (2025)
por: Čindrak, Saud, et al.
Publicado: (2025)
Engineering Quantum Reservoirs through Krylov Complexity, Expressivity and Observability
por: Čindrak, Saud, et al.
Publicado: (2024)
por: Čindrak, Saud, et al.
Publicado: (2024)
Time-multiplexed Reservoir Computing with Quantum-Dot Lasers: Does more complexity lead to better performance?
por: Dong, Huifang, et al.
Publicado: (2024)
por: Dong, Huifang, et al.
Publicado: (2024)
Resonate-and-Fire Photonic-Electronic Spiking Neurons for Fast and Efficient Light-Enabled Neuromorphic Processing Systems
por: Adair, Andrew, et al.
Publicado: (2025)
por: Adair, Andrew, et al.
Publicado: (2025)
Neuromorphic Photonic Processing and Memory with Spiking Resonant Tunnelling Diode Neurons and Neural Networks
por: Owen-Newns, Dafydd, et al.
Publicado: (2025)
por: Owen-Newns, Dafydd, et al.
Publicado: (2025)
Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems
por: Hejda, Matěj, et al.
Publicado: (2023)
por: Hejda, Matěj, et al.
Publicado: (2023)
Neuromorphic Photonic Processing and Memory With Spiking Resonant Tunneling Diode Neurons and Neural Networks
por: Dafydd Owen‐Newns, et al.
Publicado: (2026)
por: Dafydd Owen‐Newns, et al.
Publicado: (2026)
Solving the time-complexity problem and tuning the performance of quantum reservoir computing by artificial memory restriction
por: Čindrak, Saud, et al.
Publicado: (2023)
por: Čindrak, Saud, et al.
Publicado: (2023)
Measurable Krylov Spaces and Eigenenergy Count in Quantum State Dynamics
por: Čindrak, Saud, et al.
Publicado: (2024)
por: Čindrak, Saud, et al.
Publicado: (2024)
Neuron Surface Emitting Laser (NeuronSEL): Spiking Regimes and Negative Differential Resistance in Solitary Multi-junction VCSELs
por: Duque-Gijon, Maria, et al.
Publicado: (2026)
por: Duque-Gijon, Maria, et al.
Publicado: (2026)
Understanding Task Performance of Time-Multiplexed Optical Reservoir Computing via Polynomial Expansion
por: Koch, Elias R., et al.
Publicado: (2026)
por: Koch, Elias R., et al.
Publicado: (2026)
Chaotic attractor reconstruction using small reservoirs -- the influence of topology
por: Jaurigue, Lina
Publicado: (2024)
por: Jaurigue, Lina
Publicado: (2024)
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing
por: Zhang, Weikang, et al.
Publicado: (2024)
por: Zhang, Weikang, et al.
Publicado: (2024)
Efficient timing jitter simulation for passively mode-locked semiconductor lasers
por: Meinecke, Stefan, et al.
Publicado: (2024)
por: Meinecke, Stefan, et al.
Publicado: (2024)
Optimizing the Cavity-Arm Ratio of V-Shaped Semiconductor Disk Lasers
por: Meinecke, Stefan, et al.
Publicado: (2024)
por: Meinecke, Stefan, et al.
Publicado: (2024)
Data-Driven Performance Measures using Global Properties of Attractors for Black-Box Surrogate Models of Chaotic Systems
por: Fumagalli, Luci, et al.
Publicado: (2025)
por: Fumagalli, Luci, et al.
Publicado: (2025)
Distributed Coherent Optical Computing via Injection-Locked Photonic Networks
por: Gao, Shenghan, et al.
Publicado: (2026)
por: Gao, Shenghan, et al.
Publicado: (2026)
Combined spatially and temporally multiplexed photonic reservoir computer with a diffractively coupled VCSEL-array
por: Robertson, Joshua, et al.
Publicado: (2026)
por: Robertson, Joshua, et al.
Publicado: (2026)
Stability of Optically Injected Two-State Quantum-Dot Lasers
por: Meinecke, Stefan, et al.
Publicado: (2024)
por: Meinecke, Stefan, et al.
Publicado: (2024)
Chaos from a free-running broad-area VCSEL
por: Mercadier, Jules, et al.
Publicado: (2024)
por: Mercadier, Jules, et al.
Publicado: (2024)
Hardware-aware Lightweight Photonic Spiking Neural Network for Pattern Classification
por: Xiang, Shuiying, et al.
Publicado: (2025)
por: Xiang, Shuiying, et al.
Publicado: (2025)
A VCSEL based Photonic Neuromorphic Processor for Event-Based Imaging Flow Cytometry Applications
por: Skontranis, M., et al.
Publicado: (2025)
por: Skontranis, M., et al.
Publicado: (2025)
Polarization and tranverse mode nonlinear dynamics in a multimode VCSEL
por: Sanvert, Yohann G., et al.
Publicado: (2025)
por: Sanvert, Yohann G., et al.
Publicado: (2025)
Photonic Spiking Graph Neural Network for Energy-Efficient Structured Data Processing
por: Yu, Wanting, et al.
Publicado: (2025)
por: Yu, Wanting, et al.
Publicado: (2025)
Polarization-Multiplexed Chaotic LiDAR Based on a VCSEL with Delayed Orthogonal Feedback
por: Wang, T., et al.
Publicado: (2026)
por: Wang, T., et al.
Publicado: (2026)
High-Bandwidth 940 nm VCSEL with Zn-diffusion for Optical Communications
por: Hsiao, Fu-He, et al.
Publicado: (2026)
por: Hsiao, Fu-He, et al.
Publicado: (2026)
Deterministic Control of Extreme Events in a semiconductor VCSEL via Polarization-Engineered Optical Feedback
por: Wang, T., et al.
Publicado: (2026)
por: Wang, T., et al.
Publicado: (2026)
Optical Spiking Neurons Enable High-Speed and Energy-Efficient Optical Neural Networks
por: Xu, Bo, et al.
Publicado: (2024)
por: Xu, Bo, et al.
Publicado: (2024)
Hardware Implementation of Photonic Spiking Hash Retrieval
por: Shi, Shangxuan, et al.
Publicado: (2026)
por: Shi, Shangxuan, et al.
Publicado: (2026)
Multi-watt 1 GHz single-cycle frequency combs
por: Zhang, Yanyan, et al.
Publicado: (2024)
por: Zhang, Yanyan, et al.
Publicado: (2024)
Energy-Efficient Precoding for Dense VCSEL-Based OWC Systems Under a Cooperative Broadcast Model
por: Safi, Hossein, et al.
Publicado: (2025)
por: Safi, Hossein, et al.
Publicado: (2025)
Random number generation from a self-chaotic broad-area VCSEL
por: Sanvert, Yohann G., et al.
Publicado: (2026)
por: Sanvert, Yohann G., et al.
Publicado: (2026)
Photonic classification on a single diffractive layer
por: Pekgöz, Anil J., et al.
Publicado: (2024)
por: Pekgöz, Anil J., et al.
Publicado: (2024)
High-Speed Multifunctional Photonic Memory on a Foundry-Processed Photonic Platform
por: Kari, Sadra Rahimi, et al.
Publicado: (2024)
por: Kari, Sadra Rahimi, et al.
Publicado: (2024)
Nonlinear Photonic Neuromorphic Chips for Spiking Reinforcement Learning
por: Xiang, Shuiying, et al.
Publicado: (2025)
por: Xiang, Shuiying, et al.
Publicado: (2025)
Low-Divergence Quasi-Gaussian Emission at Watt-Level Power from a Large-Diameter Ring-Aperture VCSEL
por: Więckowska, Marta, et al.
Publicado: (2026)
por: Więckowska, Marta, et al.
Publicado: (2026)
All-optical computing with beyond 100-GHz clock rates
por: Li, Gordon H. Y., et al.
Publicado: (2025)
por: Li, Gordon H. Y., et al.
Publicado: (2025)
Ejemplares similares
-
Influence of noise-induced modulations on the timing stability of passively mode-locked semiconductor laser subject to optical feedback
por: Jaurigue, Lina, et al.
Publicado: (2024) -
Utilizing rate-independent hysteresis for analog computing
por: Jaurigue, Lina, et al.
Publicado: (2025) -
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
por: Picco, Enrico, et al.
Publicado: (2024) -
From Krylov Complexity to Observability: Capturing Phase Space Dimension with Applications in Quantum Reservoir Computing
por: Čindrak, Saud, et al.
Publicado: (2025) -
Engineering Quantum Reservoirs through Krylov Complexity, Expressivity and Observability
por: Čindrak, Saud, et al.
Publicado: (2024)