Jonathan Aguiar Soares

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Rbf Neural Network

Top Venues

IEEE Wirel. Commun. Lett.

Publications

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)
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 (2023)
Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne Arrais Cruz, Dalton Soares Arantes
On the Computational Complexities of Complex-valued Neural Networks. CoRR (2023)
Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne A. Cruz, Dalton Soares Arantes
On the Computational Complexities of Complex-Valued Neural Networks. LATINCOM (2023)
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) (2023)
Jonathan Aguiar Soares, Kayol Soares Mayer, Pedro Benevenuto Valadares, Dalton Soares Arantes
PCA-based Channel Estimation for MIMO Communications. CoRR (2022)
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) (2022)
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) (2021)
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) (2021)
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)
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)
Kayol Soares Mayer, Jonathan Aguiar Soares, Dalton Soares Arantes
Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels. Sensors 20 (2) (2020)