Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms
Fuente:
arXiv
Saved in:
| Main Authors: | Stroev, Nikita, Berloff, Natalia G. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms
by: Stroev, Nikita, et al.
Published: (2025)
by: Stroev, Nikita, et al.
Published: (2025)
Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing Low-Rank and Circulant Matrix Constraints
by: Wang, Richard Zhipeng, et al.
Published: (2024)
by: Wang, Richard Zhipeng, et al.
Published: (2024)
Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits
by: Teofilovic, Isidora, et al.
Published: (2024)
by: Teofilovic, Isidora, et al.
Published: (2024)
Fully Programmable Spatial Photonic Ising Machine by Focal Plane Division
by: Veraldi, Daniele, et al.
Published: (2024)
by: Veraldi, Daniele, et al.
Published: (2024)
Photonic KAN: a Kolmogorov-Arnold network inspired efficient photonic neuromorphic architecture
by: Peng, Yiwei, et al.
Published: (2024)
by: Peng, Yiwei, et al.
Published: (2024)
Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning
by: Berloff, Natalia G.
Published: (2025)
by: Berloff, Natalia G.
Published: (2025)
Programmable Photonic Extreme Learning Machines
by: Rausell-Campo, Jose Roberto, et al.
Published: (2024)
by: Rausell-Campo, Jose Roberto, et al.
Published: (2024)
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference
by: Gu, Jiaqi, et al.
Published: (2023)
by: Gu, Jiaqi, et al.
Published: (2023)
1-bit Quantized On-chip Hybrid Diffraction Neural Network Enabled by Authentic All-optical Fully-connected Architecture
by: Shao, Yu, et al.
Published: (2024)
by: Shao, Yu, et al.
Published: (2024)
Photonic convolutional neural network with pre-trained in-situ training
by: Ranjan, Saurabh, et al.
Published: (2026)
by: Ranjan, Saurabh, et al.
Published: (2026)
Decision-making and control with diffractive optical networks
by: Qiu, Jumin, et al.
Published: (2022)
by: Qiu, Jumin, et al.
Published: (2022)
On-demand Photonic Ising Machine with Simplified Hamiltonian Calculation by Phase encoding and Intensity Detection
by: Ouyang, Jiayi, et al.
Published: (2022)
by: Ouyang, Jiayi, et al.
Published: (2022)
Gradients of unitary optical neural networks using parameter-shift rule
by: Jiang, Jinzhe, et al.
Published: (2025)
by: Jiang, Jinzhe, et al.
Published: (2025)
Towards the Information-Theoretic Limit of Programmable Photonics
by: Hamerly, Ryan, et al.
Published: (2024)
by: Hamerly, Ryan, et al.
Published: (2024)
Harnessing Photonics for Machine Intelligence
by: Zhu, Hanqing, et al.
Published: (2026)
by: Zhu, Hanqing, et al.
Published: (2026)
Perfecting Imperfect Physical Neural Networks with Transferable Robustness using Sharpness-Aware Training
by: Xu, Tengji, et al.
Published: (2024)
by: Xu, Tengji, et al.
Published: (2024)
Scaling on-chip photonic neural processors using arbitrarily programmable wave propagation
by: Onodera, Tatsuhiro, et al.
Published: (2024)
by: Onodera, Tatsuhiro, et al.
Published: (2024)
The Goldilocks Principle of Learning Unitaries by Interlacing Fixed Operators with Programmable Phase Shifters on a Photonic Chip
by: Zelaya, Kevin, et al.
Published: (2024)
by: Zelaya, Kevin, et al.
Published: (2024)
Laser interferometry as a robust neuromorphic platform for machine learning
by: Anteneh, Amanuel, et al.
Published: (2026)
by: Anteneh, Amanuel, et al.
Published: (2026)
The Spatial Complexity of Optical Computing and How to Reduce It
by: Li, Yandong, et al.
Published: (2024)
by: Li, Yandong, et al.
Published: (2024)
Generalizing Deep Surrogate Solvers for Broadband Electromagnetic Field Prediction at Unseen Wavelengths
by: Seo, Joonhyuk, et al.
Published: (2024)
by: Seo, Joonhyuk, et al.
Published: (2024)
Photonic next-generation reservoir computer based on distributed feedback in optical fiber
by: Cox, Nicholas, et al.
Published: (2024)
by: Cox, Nicholas, et al.
Published: (2024)
Deep Photonic Networks with Arbitrary and Broadband Functionality
by: Amiri, Ali Najjar, et al.
Published: (2023)
by: Amiri, Ali Najjar, et al.
Published: (2023)
Unlocking Electro-optic Resonant Phase Shifting for Multi-dimensional, Ultra-dynamic Photonic Switches
by: Luo, Lingzhi, et al.
Published: (2024)
by: Luo, Lingzhi, et al.
Published: (2024)
Requirements on bit resolution in optical Ising machine implementations
by: Sevenants, Toon, et al.
Published: (2024)
by: Sevenants, Toon, et al.
Published: (2024)
Encoding arbitrary Ising Hamiltonians on Spatial Photonic Ising Machines
by: Sakellariou, Jason, et al.
Published: (2024)
by: Sakellariou, Jason, et al.
Published: (2024)
Autocorrelation effects in a stochastic-process model for decision making via time series
by: Yamagami, Tomoki, et al.
Published: (2026)
by: Yamagami, Tomoki, et al.
Published: (2026)
LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search
by: Shafiee, Amin, et al.
Published: (2025)
by: Shafiee, Amin, et al.
Published: (2025)
KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search
by: Kundu, Akash, et al.
Published: (2024)
by: Kundu, Akash, et al.
Published: (2024)
Enabling Scalable Photonic Tensor Cores with Polarization-Domain Photonic Computing
by: Shafiee, Amin, et al.
Published: (2025)
by: Shafiee, Amin, et al.
Published: (2025)
Complexity-energy trade-off in programmable unitary interferometers
by: Nemkov, Nikita A., et al.
Published: (2025)
by: Nemkov, Nikita A., et al.
Published: (2025)
PRISM: Photonics-Informed Inverse Lithography for Manufacturable Inverse-Designed Photonic Integrated Circuits
by: Zhou, Hongjian, et al.
Published: (2026)
by: Zhou, Hongjian, et al.
Published: (2026)
Auto-calibrating Universal Programmable Photonic Circuits: Hardware Error-Correction and Defect Resilience
by: Markowitz, Matthew, et al.
Published: (2023)
by: Markowitz, Matthew, et al.
Published: (2023)
RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement
by: Davis III, Ronald, et al.
Published: (2022)
by: Davis III, Ronald, et al.
Published: (2022)
Photonics-Aware Planning-Guided Automated Electrical Routing for Large-Scale Active Photonic Integrated Circuits
by: Zhou, Hongjian, et al.
Published: (2025)
by: Zhou, Hongjian, et al.
Published: (2025)
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition
by: Liu, Mengxi, et al.
Published: (2024)
by: Liu, Mengxi, et al.
Published: (2024)
Coupling Light with Matter for Identifying Dominant Subnetworks
by: Kamaletdinov, Airat, et al.
Published: (2024)
by: Kamaletdinov, Airat, et al.
Published: (2024)
Photonics for Neuromorphic Computing: Fundamentals, Devices, and Opportunities
by: Li, Renjie, et al.
Published: (2023)
by: Li, Renjie, et al.
Published: (2023)
Phase Retrieval via Gain-Based Photonic XY-Hamiltonian Optimization
by: Wang, Richard Zhipeng, et al.
Published: (2025)
by: Wang, Richard Zhipeng, et al.
Published: (2025)
Hypermultiplexed Integrated-Photonics-based Tensor Optical Processor
by: Ou, Shaoyuan, et al.
Published: (2024)
by: Ou, Shaoyuan, et al.
Published: (2024)
Similar Items
-
Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms
by: Stroev, Nikita, et al.
Published: (2025) -
Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing Low-Rank and Circulant Matrix Constraints
by: Wang, Richard Zhipeng, et al.
Published: (2024) -
Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits
by: Teofilovic, Isidora, et al.
Published: (2024) -
Fully Programmable Spatial Photonic Ising Machine by Focal Plane Division
by: Veraldi, Daniele, et al.
Published: (2024) -
Photonic KAN: a Kolmogorov-Arnold network inspired efficient photonic neuromorphic architecture
by: Peng, Yiwei, et al.
Published: (2024)