Jonathan Aguiar Soares

According to our database, Jonathan Aguiar Soares authored at least 15 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Adaptive Learning Rate Methods for Complex-Valued Neural Networks.

Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne A. Cruz, Dalton Soares Arantes

IEEE Trans. Neural Networks Learn. Syst., December, 2025

Complex-Valued Neural Networks for Ultra-Reliable Massive MIMO.

Pedro Benevenuto Valadares, Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes

CoRR, January, 2025

2024

Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths.

Kayol Soares Mayer, Jonathan Aguiar Soares, Marcos P. A. Dal Maso, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Neural Network-based Subcarrier-level Joint Channel Estimation and Decoding for MIMO-OFDM Receivers.

Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes

Proceedings of the IEEE Latin-American Conference on Communications, 2024

2023

Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning.

Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes

IEEE Wirel. Commun. Lett., December, 2023

CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix.

Heitor dos Santos Sousa, Jonathan Aguiar Soares, Kayol Soares Mayer, Dalton Soares Arantes

CoRR, 2023

On the Computational Complexities of Complex-Valued Neural Networks.

Kayol Soares Mayer, Jonathan Aguiar Soares, Ariadne A. Cruz, Dalton Soares Arantes

Proceedings of the IEEE Latin-American Conference on Communications, 2023

Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection.

Jonathan Aguiar Soares, Vinícius H. Luiz, Dalton Soares Arantes, Kayol Soares Mayer

Proceedings of the 19th International Symposium on Wireless Communication Systems, 2023

2022

Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users.

Kayol Soares Mayer, Candice Müller, Jonathan Aguiar Soares, Fernando César Comparsi de Castro, Dalton Soares Arantes

IEEE Wirel. Commun. Lett., 2022

PCA-based Channel Estimation for MIMO Communications.

Jonathan Aguiar Soares, Kayol Soares Mayer, Pedro Benevenuto Valadares, Dalton Soares Arantes

CoRR, 2022

2021

Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers.

Jonathan Aguiar Soares, Kayol Soares Mayer, Fernando César Comparsi de Castro, Dalton Soares Arantes

Sensors, 2021

Machine-learning-based soft-failure localization with partial software-defined networking telemetry.

Kayol Soares Mayer, Jonathan Aguiar Soares, Rossano P. Pinto, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello

JOCN, 2021

Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020

Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels.

Kayol Soares Mayer, Jonathan Aguiar Soares, Dalton Soares Arantes

Sensors, 2020

Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry.

Kayol Soares Mayer, Jonathan Aguiar Soares, Rossano P. Pinto, Christian Esteve Rothenberg, Dalton Soares Arantes, Darli A. A. Mello

Proceedings of the European Conference on Optical Communications, 2020