Model transfer of QoT prediction in optical networks based on artificial neural networks

Cost-effective and data size–adaptive OPM at intermediated node using convolutional neural network-based image processor

(2019) Danshi Wang et al.   OPTICS EXPRESS

Learning Process for Reducing Uncertainties on Network Parameters and Design Margins

(2018) E. Seve et al.   Journal of Optical Communications and Networking

Deep-Neural-Network-Based Wavelength Selection and Switching in ROADM Systems

(2018) Weiyang Mo et al.   Journal of Optical Communications and Networking

Machine-Learning Method for Quality of Transmission Prediction of Unestablished Lightpaths

(2018) Cristina Rottondi et al.   Journal of Optical Communications and Networking

Machine Learning Models for Estimating Quality of Transmission in DWDM Networks

(2018) Rui Manuel Morais et al.   Journal of Optical Communications and Networking

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

(2017) Jakob Thrane et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Dual-wavelength source based optical circuit switching and wavelength reconfiguration in multi-hop ROADM systems

(2017) Weiyang Mo et al.   OPTICS EXPRESS

Machine Learning Techniques in Optical Communication

(2016) Darko Zibar et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Network Equipment and Their Procurement Strategy for High Capacity Elastic Optical Networks

(2016) Abhijit Mitra et al.   Journal of Optical Communications and Networking

Next Generation Mobile Fronthaul and Midhaul Architectures [Invited]

(2015) Thomas Pfeiffer   Journal of Optical Communications and Networking

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Generation and Coherent Reception of 107-GBd Optical Nyquist BPSK, QPSK, and 16QAM

(2014) Thomas Richter et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Optical Performance Monitoring Using Artificial Neural Networks Trained With Empirical Moments of Asynchronously Sampled Signal Amplitudes

(2012) Faisal Nadeem Khan et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING