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End-to-End Optimization of Coherent Optical Communications Over the Split-Step Fourier Method Guided by the Nonlinear Fourier Transform Theory

Journal of lightwave technology, 2021-01, Vol.39 (2), p.418-428

2021

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Experimental Demonstration of Nonlinear Frequency Division Multiplexing Transmission With Neural Network Receiver

Journal of lightwave technology, 2020-12, Vol.38 (23), p.6465-6473

2020

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Optimization of DP-M-QAM Transmitter Using Cooperative Coevolutionary Genetic Algorithm

Journal of lightwave technology, 2018-06, Vol.36 (12), p.2450-2462

2018

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Time-Domain Neural Network Receiver for Nonlinear Frequency Division Multiplexed Systems

IEEE photonics technology letters, 2018-06, Vol.30 (12), p.1079-1082

2018

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Machine Learning Techniques for Optical Performance Monitoring From Directly Detected PDM-QAM Signals

Journal of lightwave technology, 2017-02, Vol.35 (4), p.868-875

2017

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Machine Learning Techniques in Optical Communication

Journal of lightwave technology, 2016-03, Vol.34 (6), p.1442-1452

2016

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Spectral power profile optimization of a field-deployed wavelength-division multiplexing network enabled by remote EDFA modeling

Journal of optical communications and networking, 2023-08, Vol.15 (8), p.C192-C202

2023

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High Speed PAM-8 Optical Interconnects with Digital Equalization Based on Neural Network

2016 Asia Communications and Photonics Conference (ACP), 2016, p.1-3

2016

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Optimization of Fiber Optics Communication Systems via End-to-End Learning

2020 22nd International Conference on Transparent Optical Networks (ICTON), 2020, p.1-3

2020

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Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities

2018 European Conference on Optical Communication (ECOC), 2018, p.1-3

2018

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Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling

2022 European Conference on Optical Communication (ECOC), 2022, p.1-4

2022

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End-to-End Optimized Nonlinear Fourier Transform-Based Coherent Communications

2020 Conference on Lasers and Electro-Optics (CLEO), 2020, p.1-2

2020

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Noise Robust Receiver for Eigenvalue Communication Systems

2018 Optical Fiber Communications Conference and Exposition (OFC), 2018, p.1-3

2018

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PeakRNN and StatsRNN: Dynamic Pruning in Recurrent Neural Networks

2021 29th European Signal Processing Conference (EUSIPCO), 2021, p.416-420

2021

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Gaussian process regression for WDM system performance prediction

2017 Optical Fiber Communications Conference and Exhibition (OFC), 2017, p.1-3

2017

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End-to-end Learning for GMI Optimized Geometric Constellation Shape

45th European Conference on Optical Communication (ECOC 2019), 2019, p.152

2019

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Time Skew Estimator for Dual-Polarization QAM Transmitters

2017 European Conference on Optical Communication (ECOC), 2017, p.1-3

2017

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Machine learning techniques applied to system characterization and equalization

2016 Optical Fiber Communications Conference and Exhibition (OFC), 2016, p.1-3

2016

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Prediction of Second-Order Moments of Inter-Channel Interference with Principal Component Analysis and Neural Networks

2017 European Conference on Optical Communication (ECOC), 2017, p.1-3

2017

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Joint Estimation of IQ Phase and Gain Imbalances Using Convolutional Neural Networks on Eye Diagrams

2018 Conference on Lasers and Electro-Optics (CLEO), 2018, p.1-2

2018

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The impact of global signal regression on resting state correlations: Are anti-correlated networks introduced?

NeuroImage (Orlando, Fla.), 2009-02, Vol.44 (3), p.893-905

2009

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GPR41/FFAR3 and GPR43/FFAR2 as Cosensors for Short-Chain Fatty Acids in Enteroendocrine Cells vs FFAR3 in Enteric Neurons and FFAR2 in Enteric Leukocytes

Endocrinology (Philadelphia), 2013-10, Vol.154 (10), p.3552-3564

2013

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Improving the Accuracy of Predicted Human Pharmacokinetics: Lessons Learned from the AstraZeneca Drug Pipeline Over Two Decades

Trends in pharmacological sciences (Regular ed.), 2020-06, Vol.41 (6), p.390-408

2020

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The respiration response function: The temporal dynamics of fMRI signal fluctuations related to changes in respiration

NeuroImage (Orlando, Fla.), 2008-04, Vol.40 (2), p.644-654

2008

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End-to-End Optimization of Coherent Optical Communications Over the Split-Step Fourier Method Guided by the Nonlinear Fourier Transform Theory

Experimental Demonstration of Nonlinear Frequency Division Multiplexing Transmission With Neural Network Receiver

Optimization of DP-M-QAM Transmitter Using Cooperative Coevolutionary Genetic Algorithm

Time-Domain Neural Network Receiver for Nonlinear Frequency Division Multiplexed Systems

Machine Learning Techniques for Optical Performance Monitoring From Directly Detected PDM-QAM Signals

Machine Learning Techniques in Optical Communication

Spectral power profile optimization of a field-deployed wavelength-division multiplexing network enabled by remote EDFA modeling

High Speed PAM-8 Optical Interconnects with Digital Equalization Based on Neural Network

Optimization of Fiber Optics Communication Systems via End-to-End Learning

Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities

Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling

End-to-End Optimized Nonlinear Fourier Transform-Based Coherent Communications

Noise Robust Receiver for Eigenvalue Communication Systems

PeakRNN and StatsRNN: Dynamic Pruning in Recurrent Neural Networks

Gaussian process regression for WDM system performance prediction

End-to-end Learning for GMI Optimized Geometric Constellation Shape

Time Skew Estimator for Dual-Polarization QAM Transmitters

Machine learning techniques applied to system characterization and equalization

Prediction of Second-Order Moments of Inter-Channel Interference with Principal Component Analysis and Neural Networks

Joint Estimation of IQ Phase and Gain Imbalances Using Convolutional Neural Networks on Eye Diagrams

The impact of global signal regression on resting state correlations: Are anti-correlated networks introduced?

GPR41/FFAR3 and GPR43/FFAR2 as Cosensors for Short-Chain Fatty Acids in Enteroendocrine Cells vs FFAR3 in Enteric Neurons and FFAR2 in Enteric Leukocytes

Improving the Accuracy of Predicted Human Pharmacokinetics: Lessons Learned from the AstraZeneca Drug Pipeline Over Two Decades

The respiration response function: The temporal dynamics of fMRI signal fluctuations related to changes in respiration

A2B-COVID: A Tool for Rapidly Evaluating Potential SARS-CoV-2 Transmission Events

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