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2020 – today
- 2024
[c5]Kayol Soares Mayer, Jonathan Aguiar Soares, Marcos P. A. Dal Maso, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello:
Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths. OFC 2024: 1-3- 2023
- [j5]Jonathan Aguiar Soares
, Kayol Soares Mayer, Dalton Soares Arantes:
Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning. IEEE Wirel. Commun. Lett. 12(12): 2123-2127 (2023) - [c4]Jonathan Aguiar Soares, Vinícius H. Luiz, Dalton Soares Arantes, Kayol Soares Mayer:
Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection. ISWCS 2023: 1-6 - [c3]Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne A. Cruz, Dalton Soares Arantes:
On the Computational Complexities of Complex-Valued Neural Networks. LATINCOM 2023: 1-5 - [i3]Heitor dos Santos Sousa, Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes:
CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix. CoRR abs/2308.13623 (2023) - [i2]Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne Arrais Cruz, Dalton Soares Arantes:
On the Computational Complexities of Complex-valued Neural Networks. CoRR abs/2310.13075 (2023) - 2022
- [j4]Kayol Soares Mayer, Candice Müller, Jonathan Aguiar Soares, Fernando César Comparsi de Castro, Dalton Soares Arantes:
Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users. IEEE Wirel. Commun. Lett. 11(7): 1498-1502 (2022) - [i1]Jonathan Aguiar Soares, Kayol Soares Mayer, Pedro Benevenuto Valadares, Dalton Soares Arantes:
PCA-based Channel Estimation for MIMO Communications. CoRR abs/2209.13458 (2022) - 2021
- [j3]Kayol Soares Mayer, Jonathan Aguiar Soares, Rossano P. Pinto, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello:
Machine-learning-based soft-failure localization with partial software-defined networking telemetry. JOCN 13(10): E122-E131 (2021) - [j2]Jonathan Aguiar Soares, Kayol Soares Mayer, Fernando César Comparsi de Castro, Dalton Soares Arantes:
Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers. Sensors 21(24): 8200 (2021) - [c2]Rossano P. Pinto, Kayol Soares Mayer, Jonathan Aguiar Soares, Dalton Soares Arantes, Darli A. A. Mello, Vinicius Cavalcante, Leonardo L. Santos, Filipe D. Moraes, Christian Esteve Rothenberg:
Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry. OFC 2021: 1-3 - 2020
- [j1]Kayol Soares Mayer, Jonathan Aguiar Soares, Dalton Soares Arantes:
Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels. Sensors 20(2): 378 (2020) - [c1]Kayol Soares Mayer, Jonathan Aguiar Soares, Rossano P. Pinto, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello:
Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry. ECOC 2020: 1-4
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