Nonlinear Photonic Neuromorphic Chips for Spiking Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Xiang, Shuiying, Chen, Yonghang, Zhao, Haowen, Shi, Shangxuan, Zeng, Xintao, Zhang, Yahui, Guo, Xingxing, Han, Yanan, Tian, Ye, Shi, Yuechun, Hao, Yue |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hardware Implementation of Photonic Spiking Hash Retrieval
by: Shi, Shangxuan, et al.
Published: (2026)
by: Shi, Shangxuan, et al.
Published: (2026)
Hardware-aware Lightweight Photonic Spiking Neural Network for Pattern Classification
by: Xiang, Shuiying, et al.
Published: (2025)
by: Xiang, Shuiying, et al.
Published: (2025)
Photonic Spiking Graph Neural Network for Energy-Efficient Structured Data Processing
by: Yu, Wanting, et al.
Published: (2025)
by: Yu, Wanting, et al.
Published: (2025)
Hardware-Software Collaborative Computing of Photonic Spiking Reinforcement Learning for Robotic Continuous Control
by: Yu, Mengting, et al.
Published: (2025)
by: Yu, Mengting, et al.
Published: (2025)
Hardware implementation of photonic neuromorphic autonomous navigation
by: Chen, Yonghang, et al.
Published: (2026)
by: Chen, Yonghang, et al.
Published: (2026)
A Hardware‐Aware Photonic Spiking‐DDPG Reinforcement Learning Architecture for Continuous Control
by: Xintao Zeng, et al.
Published: (2026)
by: Xintao Zeng, et al.
Published: (2026)
Photonic spiking reinforcement learning for intelligent routing
by: Xiang, Shuiying, et al.
Published: (2026)
by: Xiang, Shuiying, et al.
Published: (2026)
Photonic Neuromorphic Pattern Recognition with a Spiking DFB‐SA Laser Subject to Incoherent Optical Injection
by: Yuna Zhang, et al.
Published: (2024)
by: Yuna Zhang, et al.
Published: (2024)
Four‐Channel Full‐Function Photonic Spiking Neural Network Chips for Gene Analysis
by: Xingxing Guo, et al.
Published: (2025)
by: Xingxing Guo, et al.
Published: (2025)
Integrated photonic neuromorphic computing: device, architecture, chip, algorithm
by: Xiang, Shuiying, et al.
Published: (2025)
by: Xiang, Shuiying, et al.
Published: (2025)
A Photonic Real‐Valued Weights Spiking Neural Networks Based on the Intrinsic Plasticity for Neuromorphic Datasets
by: Chengyang Yu, et al.
Published: (2026)
by: Chengyang Yu, et al.
Published: (2026)
Reconfigurable Integrated Photonic Chips as Dual-Purpose Neuromorphic Accelerators and Physical Unclonable Functions
by: Sarantoglou, George, et al.
Published: (2025)
by: Sarantoglou, George, et al.
Published: (2025)
Cavity Solitons as a Nonlinear Substrate for Photonic Neuromorphic Computing
by: Arabieh, Amir Arsalan, et al.
Published: (2026)
by: Arabieh, Amir Arsalan, et al.
Published: (2026)
Implementation of high-efficiency, lightweight residual spiking neural network processor based on field-programmable gate arrays
by: Yue, Hou, et al.
Published: (2025)
by: Yue, Hou, et al.
Published: (2025)
Neuromorphic Photonic Circuits with Nonlinear Dynamics and Memory for Time Sequence Classification
by: Foradori, Alessandro, et al.
Published: (2025)
by: Foradori, Alessandro, et al.
Published: (2025)
Photonic Neuromorphic Computing enabled by a BIC Metasurface
by: Fu, Jingsong, et al.
Published: (2026)
by: Fu, Jingsong, et al.
Published: (2026)
Deep Photonic Reservoir Computing with On-chip Nonlinearity
by: Xiang, Jinlong, et al.
Published: (2025)
by: Xiang, Jinlong, et al.
Published: (2025)
Broadband and Accurate Electric Tuning of On-Chip Efficient Nonlinear Parametric Conversion
by: Li, Jiaqi, et al.
Published: (2024)
by: Li, Jiaqi, et al.
Published: (2024)
Roadmap on Neuromorphic Photonics
by: Brunner, Daniel, et al.
Published: (2025)
by: Brunner, Daniel, et al.
Published: (2025)
Hybrid Integration of Quantum Dot Single Photon Sources with Lithium Tantalate Photonics for On Chip Routing
by: Xiong, Kaili, et al.
Published: (2026)
by: Xiong, Kaili, et al.
Published: (2026)
Resonate-and-Fire Photonic-Electronic Spiking Neurons for Fast and Efficient Light-Enabled Neuromorphic Processing Systems
by: Adair, Andrew, et al.
Published: (2025)
by: Adair, Andrew, et al.
Published: (2025)
Graded Index Couplers for Next Generation Chip-to-Chip and Fiber-to-Chip Photonic Packaging
by: Weninger, Drew, et al.
Published: (2025)
by: Weninger, Drew, et al.
Published: (2025)
Dual Micro-Ring Resonators with Angular GST Modulation: Enabling Ultra-Fast Nonlinear Activation for Neuromorphic Photonics
by: Karimkhani, Hossein, et al.
Published: (2025)
by: Karimkhani, Hossein, et al.
Published: (2025)
Photonics for Neuromorphic Computing: Fundamentals, Devices, and Opportunities
by: Li, Renjie, et al.
Published: (2023)
by: Li, Renjie, et al.
Published: (2023)
Mid-Infrared Single-Photon Edge Enhanced Imaging based on Nonlinear Vortex Filtering
by: Wang, Yinqi, et al.
Published: (2026)
by: Wang, Yinqi, et al.
Published: (2026)
Sculpting Topological Modes on Photonic Chips by Artificial Gauge Fields
by: Lin, Zhiyuan, et al.
Published: (2025)
by: Lin, Zhiyuan, et al.
Published: (2025)
On-Chip Emitter-Coupled Meta-Optics for Versatile Photon Sources
by: Sande, Sören im, et al.
Published: (2025)
by: Sande, Sören im, et al.
Published: (2025)
Corrigendum to: Experimental demonstration of a photonic reservoir computing system based on Fabry Perot laser for multiple tasks processing
by: Xingxing Guo, et al.
Published: (2025)
by: Xingxing Guo, et al.
Published: (2025)
Experimental demonstration of a photonic reservoir computing system based on Fabry Perot laser for multiple tasks processing
by: Xingxing Guo, et al.
Published: (2024)
by: Xingxing Guo, et al.
Published: (2024)
Demonstration of a Chip-based Nonlinear Optical Isolator
by: Hua, Shiyue, et al.
Published: (2016)
by: Hua, Shiyue, et al.
Published: (2016)
Memory in Integrated Photonic Neural Networks: From Physical Mechanisms to Neuromorphic Architectures
by: Foradori, Alessandro, et al.
Published: (2026)
by: Foradori, Alessandro, et al.
Published: (2026)
Chip-scale sensor for spectroscopic metrology
by: Yao, Chunhui, et al.
Published: (2024)
by: Yao, Chunhui, et al.
Published: (2024)
Photonic Origami of Silica on a Silicon Chip with Microresonators and Concave Mirrors
by: Malhotra, Manya, et al.
Published: (2025)
by: Malhotra, Manya, et al.
Published: (2025)
Nonlinear Nanophotonic Chip-space Interfaces: On-chip Generation of Structured, Topological and Spatiotemporal Lights Via Nonlinear Čerenkov Radiation
by: Wei, Dunzhao, et al.
Published: (2026)
by: Wei, Dunzhao, et al.
Published: (2026)
Few-Shot Neuromorphic Vision in a Nonlinear Photonic Network Laser
by: Ng, Wai Kit, et al.
Published: (2024)
by: Ng, Wai Kit, et al.
Published: (2024)
Demonstration of Lossy Linear Transformations and Two-Photon Interference on a Photonic Chip
by: Wang, Kai, et al.
Published: (2024)
by: Wang, Kai, et al.
Published: (2024)
SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing
by: Hejda, Matěj, et al.
Published: (2025)
by: Hejda, Matěj, et al.
Published: (2025)
Hybrid-illumination multiplexed Fourier ptychographic microscopy with robust aberration correction
by: Zhao, Shi, et al.
Published: (2025)
by: Zhao, Shi, et al.
Published: (2025)
Realization of Topology-controlled Photonic Cavities in a Valley Photonic Crystal
by: Yan, Bei, et al.
Published: (2024)
by: Yan, Bei, et al.
Published: (2024)
Planar Waveguide Circulating Gaussian Beam Resonators on a Silicon Photonic Chip
by: Janz, Siegfried, et al.
Published: (2025)
by: Janz, Siegfried, et al.
Published: (2025)
Similar Items
-
Hardware Implementation of Photonic Spiking Hash Retrieval
by: Shi, Shangxuan, et al.
Published: (2026) -
Hardware-aware Lightweight Photonic Spiking Neural Network for Pattern Classification
by: Xiang, Shuiying, et al.
Published: (2025) -
Photonic Spiking Graph Neural Network for Energy-Efficient Structured Data Processing
by: Yu, Wanting, et al.
Published: (2025) -
Hardware-Software Collaborative Computing of Photonic Spiking Reinforcement Learning for Robotic Continuous Control
by: Yu, Mengting, et al.
Published: (2025) -
Hardware implementation of photonic neuromorphic autonomous navigation
by: Chen, Yonghang, et al.
Published: (2026)