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Intelligent constellation diagram analyzer using convolutional neural network-based deep learning

Optics express, 2017-07, Vol.25 (15), p.17150

2017

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Adaptive Demodulator Using Machine Learning for Orbital Angular Momentum Shift Keying

IEEE photonics technology letters, 2017-09, Vol.29 (17), p.1455-1458

2017

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Failure prediction using machine learning and time series in optical network

Optics express, 2017-08, Vol.25 (16), p.18553-18565

2017

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Data-driven Optical Fiber Channel Modeling: A Deep Learning Approach

Journal of lightwave technology, 2020-09, Vol.38 (17), p.4730-4743

2020

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Artificial Intelligence in Optical Communications: From Machine Learning to Deep Learning

Frontiers in communications and networks, 2021-03, Vol.2

2021

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Nonlinearity Mitigation Using a Machine Learning Detector Based on k -Nearest Neighbors

IEEE photonics technology letters, 2016-10, Vol.28 (19), p.2102-2105

2016

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Volltext

Low-Complexity and Nonlinearity-Tolerant Modulation Format Identification Using Random Forest

IEEE photonics technology letters, 2019-06, Vol.31 (11), p.853-856

2019

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Volltext

Low-Complexity Adaptive Chromatic Dispersion Estimation Scheme Using Machine Learning for Coherent Long-Reach Passive Optical Networks

IEEE photonics journal, 2019-10, Vol.11 (5), p.1-11

2019

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Multifunctional all-optical signal processing scheme for wavelength-division-multiplexing multicast, wavelength conversion, format conversion, and all-optical encryption using hybrid modulation format exclusive-OR gates based on four-wave mixing in highly nonlinear fiber

Applied optics (2004), 2018-03, Vol.57 (7), p.1562-1568

2018

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Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture

IEEE access, 2021, Vol.9, p.87241-87250

2021

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Joint Symbol Rate-Modulation Format Identification and OSNR Estimation Using Random Forest Based Ensemble Learning for Intermediate Nodes

IEEE photonics journal, 2021-12, Vol.13 (6), p.1-6

2021

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Flexible Optical Cross-Connect Structures Supporting WDM Multicast With Multiple Pumps for Multiple Channels

IEEE photonics journal, 2014-12, Vol.6 (6), p.1-12

2014

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Design of planar waveguide directional couplers with arbitrary modal electric field

IET optoelectronics, 2022-02, Vol.16 (1), p.34-46

2022

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Comprehensive Eye Diagram Analysis: A Transfer Learning Approach

IEEE photonics journal, 2019-12, Vol.11 (6), p.1-19

2019

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Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique

IEEE access, 2019, Vol.7, p.19726-19737

2019

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LCoS-Based Wavelength-Selective Switch for Future Finer-Grid Elastic Optical Networks Capable of All-Optical Wavelength Conversion

IEEE photonics journal, 2017-04, Vol.9 (2), p.1-12

2017

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Region‐based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things

IET signal processing, 2023-05, Vol.17 (5), p.n/a

2023

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Low-Complexity Fiber Nonlinearity Impairments Compensation Enabled by Simple Recurrent Neural Network With Time Memory

IEEE access, 2020, Vol.8, p.160995-161004

2020

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SVM-based detection in visible light communications

Optik (Stuttgart), 2017-12, Vol.151, p.55-64

2017

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Simultaneous multichannel wavelength multicasting and XOR logic gate multicasting for three DPSK signals based on four-wave mixing in quantum-dot semiconductor optical amplifier

Optics express, 2014-12, Vol.22 (24), p.29413-29423

2014

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Multifunctional switching unit for add/drop, wavelength conversion, format conversion, and WDM multicast based on bidirectional LCoS and SOA-loop architecture

Optics express, 2014-09, Vol.22 (18), p.21847-21858

2014

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Joint atmospheric turbulence detection and adaptive demodulation technique using the CNN for the OAM-FSO communication

Optics express, 2018-04, Vol.26 (8), p.10494-10508

2018

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Deep CNN-Based Materials Location and Recognition for Industrial Multi-Crane Visual Sorting System in 5G Network

Applied sciences, 2023-01, Vol.13 (2), p.1066

2023

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Deep Fusion Feature Presentations for Nonaligned Person Re-Identification

IEEE access, 2019, Vol.7, p.73253-73261

2019

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A 3-CS Distributed Federated Transfer Learning Framework for Intelligent Edge Optical Networks

Frontiers in communications and networks, 2021-07, Vol.2

2021

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Intelligent constellation diagram analyzer using convolutional neural network-based deep learning

Adaptive Demodulator Using Machine Learning for Orbital Angular Momentum Shift Keying

Failure prediction using machine learning and time series in optical network

Data-driven Optical Fiber Channel Modeling: A Deep Learning Approach

Artificial Intelligence in Optical Communications: From Machine Learning to Deep Learning

Nonlinearity Mitigation Using a Machine Learning Detector Based on k -Nearest Neighbors

Low-Complexity and Nonlinearity-Tolerant Modulation Format Identification Using Random Forest

Low-Complexity Adaptive Chromatic Dispersion Estimation Scheme Using Machine Learning for Coherent Long-Reach Passive Optical Networks

Multifunctional all-optical signal processing scheme for wavelength-division-multiplexing multicast, wavelength conversion, format conversion, and all-optical encryption using hybrid modulation format exclusive-OR gates based on four-wave mixing in highly nonlinear fiber

Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture

Joint Symbol Rate-Modulation Format Identification and OSNR Estimation Using Random Forest Based Ensemble Learning for Intermediate Nodes

Flexible Optical Cross-Connect Structures Supporting WDM Multicast With Multiple Pumps for Multiple Channels

Design of planar waveguide directional couplers with arbitrary modal electric field

Comprehensive Eye Diagram Analysis: A Transfer Learning Approach

Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique

LCoS-Based Wavelength-Selective Switch for Future Finer-Grid Elastic Optical Networks Capable of All-Optical Wavelength Conversion

Region‐based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things

Low-Complexity Fiber Nonlinearity Impairments Compensation Enabled by Simple Recurrent Neural Network With Time Memory

SVM-based detection in visible light communications

Simultaneous multichannel wavelength multicasting and XOR logic gate multicasting for three DPSK signals based on four-wave mixing in quantum-dot semiconductor optical amplifier

Multifunctional switching unit for add/drop, wavelength conversion, format conversion, and WDM multicast based on bidirectional LCoS and SOA-loop architecture

Joint atmospheric turbulence detection and adaptive demodulation technique using the CNN for the OAM-FSO communication

Deep CNN-Based Materials Location and Recognition for Industrial Multi-Crane Visual Sorting System in 5G Network

Deep Fusion Feature Presentations for Nonaligned Person Re-Identification

A 3-CS Distributed Federated Transfer Learning Framework for Intelligent Edge Optical Networks

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