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Freire, Pedro J.
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1

Computational Complexity Optimization of Neural Network-Bas..:

Freire, Pedro ; Srivallapanondh, Sasipim ; Spinnler, Bernhard...
Journal of Lightwave Technology.  42 (2024)  12 - p. 4177-4201 , 2024
Link: https://doi.org/10.1109/..
 
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2

Parallelization of Recurrent Neural Network-Based Equalizer..:

Srivallapanondh, Sasipim ; Freire, Pedro J. ; Spinnler, Bernhard...
Journal of Lightwave Technology.  42 (2024)  7 - p. 2275-2284 , 2024
Link: https://doi.org/10.1109/..
 
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3

Data Augmentation to Reduce Computational Complexity of Neu..:

, In: 2023 Optical Fiber Communications Conference and Exhibition (OFC),
Khan, Lareb Zar ; Freire, Pedro J. ; Pedro, Joao... - p. 1-3 , 2023
Link: https://doi.org/10.1364/..
 
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4

Knowledge Distillation Applied to Optical Channel Equalizat..:

, In: 2023 Optical Fiber Communications Conference and Exhibition (OFC),
Srivallapanondh, Sasipim ; Freire, Pedro J. ; Spinnler, Bernhard... - p. 1-3 , 2023
Link: https://doi.org/10.1364/..
 
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5

Phase computation for the finite-genus solutions to the foc..:

Bogdanov, Stepan ; Shepelsky, Dmitry ; Vasylchenkova, Anastasiia...
Communications in Nonlinear Science and Numerical Simulation.  125 (2023)  - p. 107311 , 2023
Link: https://doi.org/10.1016/..
 
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6

Implementing Neural Network-Based Equalizers in a Coherent ..:

Freire, Pedro J. ; Srivallapanondh, Sasipim ; Anderson, Michael...
Journal of Lightwave Technology.  41 (2023)  12 - p. 3797-3815 , 2023
Link: https://doi.org/10.1109/..
 
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7

Reducing Computational Complexity of Neural Networks in Opt..:

Freire, Pedro J. ; Napoli, Antonio ; Spinnler, Bernhard...
Journal of Lightwave Technology.  41 (2023)  14 - p. 4557-4581 , 2023
Link: https://doi.org/10.1109/..
 
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8

Deep Neural Network-Aided Soft-Demapping in Coherent Optica..:

Freire, Pedro J. ; Prilepsky, Jaroslaw E. ; Osadchuk, Yevhenii..
IEEE Transactions on Communications.  70 (2022)  12 - p. 7973-7988 , 2022
Link: https://doi.org/10.1109/..
 
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9

Novel evolutionary planning technique for flexible-grid tra..:

Sena, Matheus R. ; Freire, Pedro J. ; Coelho, Leonardo D....
Optical Switching and Networking.  43 (2022)  - p. 100648 , 2022
Link: https://doi.org/10.1016/..
 
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10

Experimental implementation of a neural network optical cha..:

Ron, Diego Argüello ; Freire, Pedro J. ; Prilepsky, Jaroslaw E....
Scientific Reports.  12 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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11

Neural Networks-Based Equalizers for Coherent Optical Trans..:

Freire, Pedro J. ; Napoli, Antonio ; Spinnler, Bernhard...
IEEE Journal of Selected Topics in Quantum Electronics.  28 (2022)  4 - p. 1-23 , 2022
Link: https://doi.org/10.1109/..
 
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12

Attention-aided partial bidirectional RNN-based nonlinear e..:

Liu, Yifan ; Sanchez, Victor ; Freire, Pedro J....
Optics Express.  30 (2022)  18 - p. 32908 , 2022
Link: https://doi.org/10.1364/..
 
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13

Performance Versus Complexity Study of Neural Network Equal..:

Freire, Pedro J. ; Osadchuk, Yevhenii ; Spinnler, Bernhard...
Journal of Lightwave Technology.  39 (2021)  19 - p. 6085-6096 , 2021
Link: https://doi.org/10.1109/..
 
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14

Open Innovation and User-Community as Enhancers of Sustaina..:

, In: Springer Proceedings in Mathematics & Statistics; Industrial Engineering and Operations Management,
Costa, Joana ; Freire, Pedro ; Reis, João - p. 65-77 , 2021
Link: https://doi.org/10.1007/..
 
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15

COVID-19-Associated Invasive Pulmonary Aspergillosis in the..:

Ranhel, David ; Ribeiro, Ana ; Batista, Judite...
Journal of Fungi.  7 (2021)  10 - p. 881 , 2021
Link: https://doi.org/10.3390/..
 
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