Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems
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Published in Journal of lightwave technology (01.10.2021)
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Published in 2018 Optical Fiber Communications Conference and Exposition (OFC) (01.01.2018)
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Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays
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Published in Journal of lightwave technology (15.06.2023)
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Published in 2012 38th European Conference and Exhibition on Optical Communications (01.09.2012)
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Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems
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Published in 2022 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2022)
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Published in 2022 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2022)
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A Reinforcement Learning Framework for Parameter Optimization in Elastic Optical Networks
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Published in 2020 European Conference on Optical Communications (ECOC) (01.12.2020)
Published in 2020 European Conference on Optical Communications (ECOC) (01.12.2020)
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Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays
Freire, Pedro J, Srivallapanondh, Sasipim, Anderson, Michael, Spinnler, Bernhard, Bex, Thomas, Eriksson, Tobias A, Napoli, Antonio, Schairer, Wolfgang, Costa, Nelson, Blott, Michaela, Turitsyn, Sergei K, Prilepsky, Jaroslaw E
Published in arXiv.org (19.02.2023)
Published in arXiv.org (19.02.2023)
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Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
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Published in arXiv.org (26.11.2022)
Published in arXiv.org (26.11.2022)
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Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications
Freire, Pedro J., Osadchuk, Yevhenii, Napoli, Antonio, Spinnler, Bernhard, Schairer, Wolfgang, Costa, Nelson, Prilepsky, Jaroslaw E., Turitsyn, Sergei K.
Published in 2021 Asia Communications and Photonics Conference (ACP) (01.10.2021)
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Published in 2021 Asia Communications and Photonics Conference (ACP) (01.10.2021)
Conference Proceeding
Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications
Freire, Pedro J, Osadchuk, Yevhenii, Napoli, Antonio, Spinnler, Bernhard, Schairer, Wolfgang, Costa, Nelson, Prilepsky, Jaroslaw E, Turitsyn, Sergei K
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Year of Publication 17.09.2021
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Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems
Freire, Pedro J., Anderson, Michael, Spinnler, Bernhard, Bex, Thomas, Prilepsky, Jaroslaw E., Eriksson, Tobias A., Costa, Nelson, Schairer, Wolfgang, Blott, Michaela, Napoli, Antonio, Turitsyn, Sergei K.
Published in 2022 European Conference on Optical Communication (ECOC) (18.09.2022)
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Published in 2022 European Conference on Optical Communication (ECOC) (18.09.2022)
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Experimental Study of Deep Neural Network Equalizers Performance in Optical Links
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Published in 2021 Optical Fiber Communications Conference and Exhibition (OFC) (01.06.2021)
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Published in 2021 Optical Fiber Communications Conference and Exhibition (OFC) (01.06.2021)
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