Imagen de Portada

Generalized Training for Neural Network Learnability: a Spectral Methods Approach

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Perry, Altai, Vuong, Luat
Formato:	Preprint
Publicado:	2023
Materias:	Optics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Polarimetric compressed sensing with hollow, self-assembled diffractive films
por: Feng, Ji, et al.
Publicado: (2024)

Optical demultiplexing of fractal-structured beams in turbulent atmospheric environments
por: Weng, Xiaojing, et al.
Publicado: (2021)

Small-brain neural networks rapidly solve inverse problems with vortex Fourier encoders
por: Muminov, Baurzhan, et al.
Publicado: (2020)

Learning from Translation: Seasonal Errors and Feature Importance of the ERA5 Turbulence Predictions
por: Tolentino, Arial, et al.
Publicado: (2026)

Spatiotemporal Tracking of Persistent, Localized Speckles in Turbulent Atmospheric Propagation
por: Crumpton, Travis M., et al.
Publicado: (2025)

Spectrum Selective Interfaces and Materials towards Non-photothermal Saltwater Evaporation: Demonstration with a White Ceramic Wick
por: Singh, Navindra D., et al.
Publicado: (2025)

Spectral Convolutional Neural Network Chip for In-sensor Edge Computing of Incoherent Natural Light
por: Cui, Kaiyu, et al.
Publicado: (2023)

New Method for Injectable Quinine Quality Assurance Control Using a Multi-Spectral Microscope
por: Sow, A., et al.
Publicado: (2025)

Statistical Insight into the Correlation of Geometry and Spectral Emission in Network Lasers
por: Tassi, Camillo, et al.
Publicado: (2025)

Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins
por: Oguz, Ilker, et al.
Publicado: (2025)

Training Large-Scale Optical Neural Networks with Two-Pass Forward Propagation
por: Ahmadnejad, Amirreza, et al.
Publicado: (2024)

Volumetric Optical Scattering Neural Networks
por: Luo, Xuhao, et al.
Publicado: (2026)

SPIDERweb: a Neural Network approach to spectral phase interferometry
por: Gianani, Ilaria, et al.
Publicado: (2024)

Optical Arbitrary Waveform Generation (OAWG) Using Actively Phase-Stabilized Spectral Stitching
por: Drayss, Daniel, et al.
Publicado: (2024)

Scalability of On-chip Diffractive Optical Neural Networks
por: Zarei, Sanaz
Publicado: (2024)

Microring Resonator Dispersion Metrology with Neural Networks
por: Simsek, Ergun, et al.
Publicado: (2026)

On-chip Multimode Opto-electronic Neural Network
por: Xiang, Jinlong, et al.
Publicado: (2026)

Fourier Domain Physics Informed Neural Network
por: Musgrave, Jonathan, et al.
Publicado: (2024)

General Inverse Design of Thin-Film Metamaterials With Convolutional Neural Networks
por: Lininger, Andrew, et al.
Publicado: (2021)

Partitionable Diffractive Neural Networks for Multifunctional Optical Operations
por: Tian, Yudong, et al.
Publicado: (2026)

Physics-Constrained Neural Network for Metasurface Optical Response Prediction
por: Saadabad, Reza Masoudian, et al.
Publicado: (2025)

Optical Spiking Neural Networks via Rogue-Wave Statistics
por: Kesgin, Bahadır Utku, et al.
Publicado: (2025)

A NEAT Approach to Evolving Neural-Network-based Optimization of Chiral Photonic Metasurfaces: Application of a Neuro-Evolution Pipeline
por: Filippozzi, Davide, et al.
Publicado: (2025)

Perfecting Imperfect Physical Neural Networks with Transferable Robustness using Sharpness-Aware Training
por: Xu, Tengji, et al.
Publicado: (2024)

Spectral lens enables a minimalist framework for hyperspectral imaging
por: Zhou, Zhou, et al.
Publicado: (2023)

Characterization of Terahertz Spectral Bands for Next Generation of Wireless Communications
por: Yalavarthi, Eeswar Kumar, et al.
Publicado: (2025)

Resolution Estimation of a Digital Holographic Microscope Using Neural Network Analysis of Reconstructed Images
por: Fedorov, A. G.
Publicado: (2026)

Holographic Mapping of Orbital Angular Momentum Using a Terahertz Diffractive Optical Neural Network
por: Jia, Wei, et al.
Publicado: (2026)

Bio-Inspired Photonic Spectral Encoders
por: Zhang, Yujia, et al.
Publicado: (2026)

Generalized Drude-Lorentz Model Complying with the Singularity Expansion Method
por: Soltane, Isam Ben, et al.
Publicado: (2024)

Hardware-aware Lightweight Photonic Spiking Neural Network for Pattern Classification
por: Xiang, Shuiying, et al.
Publicado: (2025)

Intelligent Mode Sorting in Turbulence with Task-Dependent Optical Neural Networks
por: Rawlings, Christopher R., et al.
Publicado: (2025)

Real-time Terahertz Compressive Optical-Digital Neural Network Imaging
por: Wu, Shao-Hsuan, et al.
Publicado: (2025)

Dynamic Beam Shaping Using a Wavelength-Adaptive Diffractive Neural Network for Laser-Assisted Manufacturing
por: Jacob, Bharathy, et al.
Publicado: (2025)

Bayesian Optimization and Convolutional Neural Networks for Zernike-Based Wavefront Correction in High Harmonic Generation
por: Fernandes, Guilherme Grancho D., et al.
Publicado: (2025)

Photonic Spiking Graph Neural Network for Energy-Efficient Structured Data Processing
por: Yu, Wanting, et al.
Publicado: (2025)

Scalable Photonic Neural Networks via Surrogate Scattering-Matrix Inverse Design
por: Muda, Azka Maula Iskandar, et al.
Publicado: (2026)

Physics-Informed Graph Neural Network for Inverse Design of Integrated Photonic Biosensors
por: Torabi, Yasaman, et al.
Publicado: (2026)

Design of Macroscale Optical Systems with Metaoptics Using Transformer-Based Neural Networks
por: Ng, Ryan C., et al.
Publicado: (2025)

Inverse Design of Photonic Crystal Waveguides Using Neural Networks and Dispersion Optimization
por: Feng, Lucian
Publicado: (2024)