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ORCIDPedro J. Freire
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2020 – today
- 2025
[c9]Geraldo Gomes, Pedro J. Freire, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
FPGA Implementation of Low-Power Multiplierless Pre-Processing Free Chromatic Dispersion Equalizer. OFC 2025: 1-3- [c8]Sasipim Srivallapanondh, Pedro J. Freire, Giuseppe Parisi, Mariano Devigili, Nelson Costa, Bernhard Spinnler, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Weight-Clustered Neural Networks for Low-Complexity Nonlinear Equalization in Digital Subcarrier Multiplexing Systems. OFC 2025: 1-3 - [i17]Daniel Brunner, Bhavin J. Shastri, Mohammed Al-Qadasi, Hitesh Ballani, Sylvain Barbay, Stefano Biasi, Peter Bienstman, Simon Bilodeau, Wim Bogaerts, Fabian Böhm, Grace Brennan, Sonia M. Buckley, Xinlun Cai, Marcello Calvanese Strinati, Burcu Canakci, Benoît Charbonnier, Mario Chemnitz, Yitong Chen, Stanley Cheung, Jeff Chiles, Suyeon Choi, Demetrios N. Christodoulides, Lukas Chrostowski, J. Chu, James H. Clegg, Daniel Cletheroe, Claudio Conti, Qionghai Dai, Luigi Di Lauro, Nikolaos-Panteleimon Diamantopoulos, Niyazi Ulas Dinç, Jacob Ewaniuk, Shanhui Fan, Lu Fang, Riccardo Franchi, Pedro J. Freire, Silvia Gentilini, Sylvain Gigan, Gian Luca Giorgi, Christos Gkantsidis, Jannes Gladrow, Elena Goi, M. Goldmann, A. Grabulosa, Min Gu, Xianxin Guo, Matej Hejda, Folkert Horst, Jih-Liang Hsieh, Jianqi Hu, Juejun Hu, Chaoran Huang
, Antonio Hurtado, Lina Jaurigue, Kirill P. Kalinin, Morteza Kamalian-Kopae, Douglas J. Kelly, Mercedeh Khajavikhan, Heiner Kremer, Jérémie Laydevant, Joshua Lederman, Jongheon Lee, Daan Lenstra, Gordon H. Y. Li, Mo Li, Yuhang Li, Xing Lin, Zhongjin Lin, Mieszko Lis, Kathy Lüdge, Alessio Lugnan, Alessandro Lupo, A. I. Lvovsky, Egor Manuylovich, Alireza Marandi, Federico Marchesin, Serge Massar, Adam N. McCaughan, Peter L. McMahon, Miltiadis Moralis-Pegios, Roberto Morandotti, Christophe Moser, David J. Moss, Avilash Mukherjee, Mahdi Nikdast, Bert J. Offrein, Ilker Oguz, Bakhrom G. Oripov, Greg O'Shea, Aydogan Ozcan, Francesca Parmigiani, Sudeep Pasricha, Fabio Pavanello, Lorenzo Pavesi, Nicola Peserico, Lucinda Pickup, Davide Pierangeli, Nikos Pleros, Xavier Porte, Bryce A. Primavera:
Roadmap on Neuromorphic Photonics. CoRR abs/2501.07917 (2025) - [i16]Jitindra Fartiyal, Pedro J. Freire, Yasmeen Whayeb, James S. Wolffsohn, Sergei K. Turitsyn, Sergei G. Sokolov:
Dual Path Learning - learning from noise and context for medical image denoising. CoRR abs/2507.19035 (2025) - [i15]Yousuf Moiz Ali, Jaroslaw E. Prilepsky, Nicola Sambo, João Pedro, Mohammad M. Hosseini, Antonio Napoli, Sergei K. Turitsyn, Pedro J. Freire:
Pre-, In-, and Post-Processing Class Imbalance Mitigation Techniques for Failure Detection in Optical Networks. CoRR abs/2507.21119 (2025) - [i14]Yousuf Moiz Ali, Jaroslaw E. Prilepsky, Nicola Sambo, João Pedro, Mohammad M. Hosseini, Antonio Napoli, Sergei K. Turitsyn, Pedro J. Freire:
From Data to Decision: A Multi-Stage Framework for Class Imbalance Mitigation in Optical Network Failure Analysis. CoRR abs/2509.00057 (2025) - 2024
- [i13]Pedro J. Freire, Egor Manuylovich, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Artificial Neural Networks for Photonic Applications: From Algorithms to Implementation. CoRR abs/2408.02685 (2024) - [i12]Alice Duque, Pedro J. Freire, Egor Manuylovich, Dmitrii Stoliarov, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Improving Analog Neural Network Robustness: A Noise-Agnostic Approach with Explainable Regularizations. CoRR abs/2409.08633 (2024) - [i11]Geraldo Gomes, Pedro J. Freire, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Geometric Clustering for Hardware-Efficient Implementation of Chromatic Dispersion Compensation. CoRR abs/2409.10416 (2024) - 2023
- [j3]Stepan Bogdanov, Dmitry Shepelsky, Anastasiia Vasylchenkova, Egor Sedov, Pedro J. Freire, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks. Commun. Nonlinear Sci. Numer. Simul. 125: 107311 (2023) - [c7]Lareb Zar Khan, Pedro J. Freire, João Pedro, Nelson Costa, Antonio Napoli, Nicola Sambo:
Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier. OFC 2023: 1-3 - [c6]Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection. OFC 2023: 1-3 - [i10]Sasipim Srivallapanondh, Pedro J. Freire, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers. CoRR abs/2305.09495 (2023) - [i9]Sasipim Srivallapanondh, Pedro J. Freire, Ashraful Alam, Nelson Costa, Bernhard Spinnler, Antonio Napoli, Egor Sedov, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems. CoRR abs/2307.05374 (2023) - 2022
- [j2]Matheus Ribeiro Sena, Pedro J. Freire, Leonardo D. Coelho, Alex Ferreira dos Santos, Antonio Napoli, Raul C. Almeida Jr.:
Novel evolutionary planning technique for flexible-grid transmission in optical networks. Opt. Switch. Netw. 43: 100648 (2022) - [j1]Pedro J. Freire, Jaroslaw E. Prilepsky, Yevhenii Osadchuk, Sergei K. Turitsyn, Vahid Aref:
Deep Neural Network-Aided Soft-Demapping in Coherent Optical Systems: Regression Versus Classification. IEEE Trans. Commun. 70(12): 7973-7988 (2022) - [c5]Pedro J. Freire, Bernhard Spinnler, Daniel Abode, Jaroslaw E. Prilepsky, Abdallah A. I. Ali, Nelson Costa, Wolfgang Schairer, Antonio Napoli, Andrew D. Ellis, Sergei K. Turitsyn:
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. OFC 2022: 1-3 - [i8]Pedro J. Freire, Bernhard Spinnler, Daniel Abode, Jaroslaw E. Prilepsky, Abdallah A. I. Ali, Nelson Costa, Wolfgang Schairer, Antonio Napoli, Andrew D. Ellis, Sergei K. Turitsyn:
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. CoRR abs/2202.12689 (2022) - [i7]Pedro J. Freire, Michael Anderson, Bernhard Spinnler, Thomas Bex, Jaroslaw E. Prilepsky, Tobias A. Eriksson, Nelson Costa, Wolfgang Schairer, Michaela Blott, Antonio Napoli, Sergei K. Turitsyn:
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems. CoRR abs/2206.12180 (2022) - [i6]Pedro J. Freire, Sasipim Srivallapanondh, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Computational Complexity Evaluation of Neural Network Applications in Signal Processing. CoRR abs/2206.12191 (2022) - [i5]Pedro J. Freire, Antonio Napoli, Diego Argüello Ron, Bernhard Spinnler, Michael Anderson, Wolfgang Schairer, Thomas Bex, Nelson Costa, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation. CoRR abs/2208.12866 (2022) - [i4]Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection. CoRR abs/2212.04569 (2022) - [i3]Pedro J. Freire, Sasipim Srivallapanondh, Michael Anderson, Bernhard Spinnler, Thomas Bex, Tobias A. Eriksson, Antonio Napoli, Wolfgang Schairer, Nelson Costa, Michaela Blott, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays. CoRR abs/2212.04703 (2022) - 2021
- [c4]Egor Sedov, Pedro J. Freire, Igor S. Chekhovskoy, Sergei K. Turitsyn, Jaroslaw E. Prilepsky:
Neural Networks For Nonlinear Fourier Spectrum Computation. ECOC 2021: 1-4 - [c3]Pedro J. Freire, Yevhenii Osadchuk, Bernhard Spinnler, Wolfgang Schairer, Antonio Napoli, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Experimental Study of Deep Neural Network Equalizers Performance in Optical Links. OFC 2021: 1-3 - [i2]Diego R. Arguello, Pedro J. Freire, Jaroslaw E. Prilepsky, Antonio Napoli, Morteza Kamalian-Kopae, Sergei K. Turitsyn:
Realization of Neural Network-based Optical Channel Equalizer in Restricted Hardware. CoRR abs/2109.07204 (2021) - [i1]Pedro J. Freire, Yevhenii Osadchuk, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Nelson Costa, Jaroslaw E. Prilepsky, Sergei K. Turitsyn:
Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications. CoRR abs/2109.08711 (2021) - 2020
- [c2]Pedro J. Freire, Vladislav Neskornuik, Antonio Napoli, Bernhard Spinnler, Nelson Costa, Jaroslaw E. Prilepsky, Emilio Riccardi, Sergei K. Turitsyn:
Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems. ECOC 2020: 1-4 - [c1]Vladislav Neskorniuk, Pedro J. Freire, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Jaroslaw E. Prilepsky, Nelson Costa, Sergei K. Turitsyn:
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation. ECOC 2020: 1-4
Coauthor Index
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