Cover Image

Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Yequan, Xiao, Xian, Yu, Xinling, Liu, Ziyue, Chen, Zhixiong, Kurczveil, Geza, Beausoleil, Raymond G., Zhang, Zheng
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Emerging Technologies Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Scalable Back-Propagation-Free Training of Optical Physics-Informed Neural Networks
by: Zhao, Yequan, et al.
Published: (2025)

Experimental Demonstration of an Optical Neural PDE Solver via On-Chip PINN Training
by: Zhao, Yequan, et al.
Published: (2025)

SweetFruit: A Two-Stage Mobile Sensing System for Real-Time Fruit Sugar Estimation
by: Cardamis, Mark, et al.
Published: (2026)

Photonic KAN: a Kolmogorov-Arnold network inspired efficient photonic neuromorphic architecture
by: Peng, Yiwei, et al.
Published: (2024)

Differential Space-Time Block Coding for Phase-Unsynchronized Cell-Free MIMO Downlink
by: Freitas, Marx M. M., et al.
Published: (2025)

Parameter Training Efficiency Aware Resource Allocation for AIGC in Space-Air-Ground Integrated Networks
by: Qian, Liangxin, et al.
Published: (2024)

Robust UAV Jittering and Task Scheduling in Mobile Edge Computing with Data Compression
by: Li, Bin, et al.
Published: (2024)

Towards Scalable Multi-Chip Wireless Networks with Near-Field Time Reversal
by: Bandara, Ama, et al.
Published: (2024)

Experiment-based Models for Air Time and Current Consumption of LoRaWAN LR-FHSS
by: Ullah, Muhammad Asad, et al.
Published: (2024)

An Initial Study of Human-Scale Blockage in sub-THz Radio Propagation with Application to Indoor Passive Localization
by: Paonessa, F., et al.
Published: (2024)

Nonlinear Distortion Equalization in Multi-Span Optical Links Via a Feed-Forward Photonic Neural Network
by: Staffoli, Emiliano, et al.
Published: (2025)

Eco-WakeLoc: An Energy-Neutral and Cooperative UWB Real-Time Locating System
by: Cortesi, Silvano, et al.
Published: (2026)

Cognitive-Radio Functionality: A Novel Configuration for STAR-RIS assisted RSMA Networks
by: Ibrahim, Saeed, et al.
Published: (2025)

Analog fast Fourier transforms for scalable and efficient signal processing
by: Xiao, T. Patrick, et al.
Published: (2024)

Decentralized Cooperative Beamforming for BDRIS-Assisted Cell-Free MIMO OFDM Systems
by: Katsanos, Konstantinos D., et al.
Published: (2026)

In situ fine-tuning of in silico trained Optical Neural Networks
by: Kosmella, Gianluca, et al.
Published: (2025)

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation
by: Abdel-Qader, Ahmad, et al.
Published: (2025)

The Internet of Bio-Nano Things in Blood Vessels: System Design and Prototypes
by: Lee, Changmin, et al.
Published: (2022)

UAV's Rotor Micro-Doppler Feature Extraction Using Integrated Sensing and Communication Signal: Algorithm Design and Testbed Evaluation
by: Wei, Jiachen, et al.
Published: (2024)

Sustainable Wireless Networks via Reconfigurable Intelligent Surfaces (RISs): Overview of the ETSI ISG RIS
by: Liu, Ruiqi, et al.
Published: (2024)

CR-Enabled NOMA Integrated Non-Terrestrial IoT Networks with Transmissive RIS
by: Khan, Wali Ullah, et al.
Published: (2024)

HiLTS: Human in the Loop Therapeutic System: A Wireless-enabled Precision Medicine Platform for Brainwave Entrainment
by: Ghani, Arfan
Published: (2025)

Compressed Sensing-Driven Near-Field Localization Exploiting Array of Subarrays
by: Deram, Sai Pavan, et al.
Published: (2026)

A Policy-Aware Cross-Layer Auditing Service for Tiering and Throttling in Starlink
by: Wang, Houtianfu, et al.
Published: (2026)

Markov State--Space Modeling and Channel Characterization for DNA-Based Molecular Communication
by: Zheng, Ruifeng, et al.
Published: (2026)

Device-Centric ISAC for Exposure Control via Opportunistic Virtual Aperture Sensing
by: Mizmizi, Marouan, et al.
Published: (2026)

Fast Iterative Configuration of Reconfigurable Intelligent Surfaces in mmWave Systems
by: Guglielmi, Anna V., et al.
Published: (2024)

Intelligent Reflecting Surface Aided Target Localization With Unknown Transceiver-IRS Channel State Information
by: Ji, Taotao, et al.
Published: (2024)

Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model
by: Ren, Runtao, et al.
Published: (2024)

Mycorrhizal Fungi and Plant Symbiosis for Energy Harvesting in the Internet of Plants
by: Bilgen, Fatih E., et al.
Published: (2024)

Practical Evaluation of Low-Frequency Vibration Energy Harvesting for Creating Green RFID and IoT Devices
by: Froiz-Miguez, Ivan, et al.
Published: (2024)

WiRM: Wireless Respiration Monitoring Using Conjugate Multiple Channel State Information and Fast Iterative Filtering in Wi-Fi Systems
by: Rhodes, James, et al.
Published: (2025)

Semantic Communication Enabled 6G-NTN Framework: A Novel Denoising and Gateway Hop Integration Mechanism
by: Nguyen, Loc X., et al.
Published: (2024)

Joint Visible Light and Backscatter Communications for Proximity-Based Indoor Asset Tracking Enabled by Energy-Neutral Devices
by: Xie, Boxuan, et al.
Published: (2025)

Neural Network based Distance Estimation for Branched Molecular Communication Systems
by: Schottlender, Martín, et al.
Published: (2025)

FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models
by: Chen, Jiao, et al.
Published: (2025)

Integration of Beyond Diagonal RIS and UAVs in 6G NTNs: Enhancing Aerial Connectivity
by: Khan, Wali Ullah, et al.
Published: (2024)

Nanosatellite Constellation and Ground Station Co-design for Low-Latency Critical Event Detection
by: Cheng, Zhuo, et al.
Published: (2025)

Joint Trajectory and Resource Optimization for Aerial RIS-assisted Integrated TNT Networks
by: Saiprudhvi, Vangara, et al.
Published: (2026)

Realizing RF Wavefront Copying with RIS for Future Extended Reality Applications
by: Tsimpoukis, Stavros, et al.
Published: (2024)