ERD

Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive A...

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Ultrafast Predictions of Power Evolution and Gain Spectra in Bidirectional-Pumped Fiber Raman Amplifiers Employing Neura...

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Extending the OCATA Digital Twin for Optical Connections based on Digital Subcarrier Multiplexing

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Towards Zero-Touch Optical Multiband Networking with the OCATA Optical Time Domain Digital Twin

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Final implementation of control and management plane for ultra-wide band optical networks

Project: MENTOR

Updated at: 02-06-2025

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Experimental demonstration of ML-based methods with reduced complexity

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Parallelization of Recurrent Neural Network-Based Equalizer for Coherent Optical Systems via Knowledge Distillation

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Routing and Spectrum Assignment Assisted by Reinforcement Learning in Multi-Band Optical Networks

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Data augmentation to Improve Machine Learning for Optical network failure management

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Multi-Task Learning to Enhance Generalizability of Neural Network Equalizers in Coherent Optical Systems

Project: MENTOR

Updated at: 02-06-2025

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Dealing with High Cardinality of Network Management System Data for Machine-Learning-Based Alarm Classification

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Low complexity neural network equalizer for nonlinearity mitigation in digital subcarrier multiplexing systems

Project: MENTOR

Updated at: 02-06-2025

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Twining Digital Subcarrier Multiplexed Optical Signals with OCATA for Lightpath Provisioning

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Multi-Task Learning to Enhance Generalizability of Neural Network Equalizers in Coherent Optical Systems

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Using the OCATA Digital Twin to Improve QoT of Optical Connections in Multiband Optical Networks

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Simulation and experimental data of frequency domain and time domain optical signal measurements for optical network dig...

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Applications of the OCATA Optical Layer Digital Twin

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Updated at: 02-06-2025

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Report on data generation and distributed intelligence

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Updated at: 02-06-2025

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Progress Report 2 submitted to EC

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Updated at: 02-06-2025

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Experimental demonstration of benefits by using inverse system design

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Updated at: 02-06-2025

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Report on the implementation of distributed intelligence

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Updated at: 02-06-2025

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Experimental validation of XPM mitigation using a generalizable multi-task learning neural network

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Updated at: 02-06-2025

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The augmentation strategy for the MB optical line elements

Project: MENTOR

Updated at: 02-06-2025

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Digital Twin-Assisted Lightpath Provisioning and Nonlinear Mitigation in C+L+S Multiband Optical NetworksSensors, MDPI S...

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Synthetic Measurements of Single Carrier and Digital Subcarrier Multiplexing Optical Signals

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Updated at: 02-06-2025

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3rd year MENTOR workshop (details on courses provided and ESR attendance record)

Project: MENTOR

Updated at: 02-06-2025

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Final report on publications and public engagement activities completed

Project: MENTOR

Updated at: 02-06-2025

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Methods for the sparse traffic augmentation in optical networks.

Project: MENTOR

Updated at: 02-06-2025

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TSW III (details on courses provided and ESR attendance record)

Project: MENTOR

Updated at: 02-06-2025

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Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arr...

Project: MENTOR

Updated at: 02-06-2025

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