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Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.

P. Freire, M. Anderson, B. Spinnler, T. Bex, J. Prilepsky, T. Eriksson, N. Costa, W. Schairer, M. Blott, A. Napoli, and S. Turitsyn. CoRR, (2022)

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Benno Pedrotti

Rodolpho Freire

Crishane Freire

Mario Pedroso

Luicy Pedroza Espinoza

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Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications.P. Freire, Y. Osadchuk, A. Napoli, B. Spinnler, W. Schairer, N. Costa, J. Prilepsky, and S. Turitsyn. CoRR, (2021)Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection.S. Srivallapanondh, P. Freire, B. Spinnler, N. Costa, A. Napoli, S. Turitsyn, and J. Prilepsky. OFC, page 1-3. IEEE, (2023)Experimental Study of Deep Neural Network Equalizers Performance in Optical Links.P. Freire, Y. Osadchuk, B. Spinnler, W. Schairer, A. Napoli, N. Costa, J. Prilepsky, and S. Turitsyn. OFC, page 1-3. IEEE, (2021)Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation.V. Neskorniuk, P. Freire, A. Napoli, B. Spinnler, W. Schairer, J. Prilepsky, N. Costa, and S. Turitsyn. ECOC, page 1-4. IEEE, (2020)Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems.S. Srivallapanondh, P. Freire, A. Alam, N. Costa, B. Spinnler, A. Napoli, E. Sedov, S. Turitsyn, and J. Prilepsky. CoRR, (2023)Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks.S. Bogdanov, D. Shepelsky, A. Vasylchenkova, E. Sedov, P. Freire, S. Turitsyn, and J. Prilepsky. Commun. Nonlinear Sci. Numer. Simul., (October 2023)Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays.P. Freire, S. Srivallapanondh, M. Anderson, B. Spinnler, T. Bex, T. Eriksson, A. Napoli, W. Schairer, N. Costa, M. Blott and 2 other author(s). CoRR, (2022)Computational Complexity Evaluation of Neural Network Applications in Signal Processing.P. Freire, S. Srivallapanondh, A. Napoli, J. Prilepsky, and S. Turitsyn. CoRR, (2022)Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems.P. Freire, V. Neskornuik, A. Napoli, B. Spinnler, N. Costa, J. Prilepsky, E. Riccardi, and S. Turitsyn. ECOC, page 1-4. IEEE, (2020)Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification.P. Freire, J. Prilepsky, Y. Osadchuk, S. Turitsyn, and V. Aref. IEEE Trans. Commun., 70 (12): 7973-7988 (2022)

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Disambiguation of "Freire, Pedro J."

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Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.

Please choose a person to relate this publication to

Benno Pedrotti

Rodolpho Freire

Crishane Freire

Mario Pedroso

Luicy Pedroza Espinoza

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Freire, Pedro J."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.

Please choose a person to relate this publication to

Benno Pedrotti

Rodolpho Freire

Crishane Freire

Mario Pedroso

Luicy Pedroza Espinoza

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
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Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.