Jonathan Aguiar Soares

16 papers Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Learning Rate Methods for Complex-Valued Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne A. Cruz, Dalton Soares Arantes
2025 J jnl
Complex-Valued Neural Networks for Ultra-Reliable Massive MIMO.
CoRR
Pedro Benevenuto Valadares, Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes
2024 — conf
Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths.
OFC
Kayol Soares Mayer, Jonathan Aguiar Soares, Marcos P. A. Dal Maso, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello
2024 — conf
Neural Network-based Subcarrier-level Joint Channel Estimation and Decoding for MIMO-OFDM Receivers.
LATINCOM
Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes
2023 J jnl
CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix.
CoRR
Heitor dos Santos Sousa, Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes
2023 — conf
Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection.
ISWCS
Jonathan Aguiar Soares, Vinícius H. Luiz, Dalton Soares Arantes, Kayol Soares Mayer
2023 — conf
On the Computational Complexities of Complex-Valued Neural Networks.
LATINCOM
Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne A. Cruz, Dalton Soares Arantes
2023 J jnl
On the Computational Complexities of Complex-valued Neural Networks.
CoRR
Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne Arrais Cruz, Dalton Soares Arantes
2023 J jnl
Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning.
IEEE Wirel. Commun. Lett.
Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes
2022 J jnl
Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users.
IEEE Wirel. Commun. Lett.
Kayol Soares Mayer, Candice Müller, Jonathan Aguiar Soares, Fernando César Comparsi de Castro, Dalton Soares Arantes
2022 J jnl
PCA-based Channel Estimation for MIMO Communications.
CoRR
Jonathan Aguiar Soares, Kayol Soares Mayer, Pedro Benevenuto Valadares, Dalton Soares Arantes
2021 J jnl
Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers.
Sensors
Jonathan Aguiar Soares, Kayol Soares Mayer, Fernando César Comparsi de Castro, Dalton Soares Arantes
2021 — conf
Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry.
OFC
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
2021 J jnl
Machine-learning-based soft-failure localization with partial software-defined networking telemetry.
JOCN
Kayol Soares Mayer, Jonathan Aguiar Soares, Rossano P. Pinto, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello
2020 J jnl
Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels.
Sensors
Kayol Soares Mayer, Jonathan Aguiar Soares, Dalton Soares Arantes
2020 — conf
Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry.
ECOC
Kayol Soares Mayer, Jonathan Aguiar Soares, Rossano P. Pinto, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello