Pedro J. Freire
Orcid: 0000-0003-3145-1018
According to our database1,
Pedro J. Freire
authored at least 18 papers
between 2020 and 2023.
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Bibliography
2023
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks.
Commun. Nonlinear Sci. Numer. Simul., October, 2023
Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems.
CoRR, 2023
Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers.
CoRR, 2023
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
2022
Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification.
IEEE Trans. Commun., 2022
Novel evolutionary planning technique for flexible-grid transmission in optical networks.
Opt. Switch. Netw., 2022
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays.
CoRR, 2022
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation.
CoRR, 2022
Computational Complexity Evaluation of Neural Network Applications in Signal Processing.
CoRR, 2022
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.
CoRR, 2022
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
2021
Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications.
CoRR, 2021
Realization of Neural Network-based Optical Channel Equalizer in Restricted Hardware.
CoRR, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the European Conference on Optical Communication, 2021
2020
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation.
Proceedings of the European Conference on Optical Communications, 2020
Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems.
Proceedings of the European Conference on Optical Communications, 2020