Kayol Soares Mayer

According to our database, Kayol Soares Mayer authored at least 22 papers between 2018 and 2024.

Collaborative distances:

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

2024

RosenPy: An open source Python framework for complex-valued neural networks.

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

SoftwareX, 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

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

Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery.

Candice Müller, Kayol Soares Mayer, Fernando César Comparsi de Castro, Maria Cristina Felippetto de Castro, Samuel Tumelero Valduga, Natanael Rodrigues Gomes

Neural Process. Lett., June, 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

Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical.

Rossano P. Pinto, Celso Henrique Cesila, Kayol Soares Mayer, Andrés Felipe Escallón-Portilla, Dalton Soares Arantes, Darli A. A. Mello, Christian Esteve Rothenberg

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

When Digital Twins Meet Optical Networks Operations.

Darli A. A. Mello, Kayol Soares Mayer, Andrés Felipe Escallón-Portilla, Dalton Soares Arantes, Rossano P. Pinto, Christian Esteve Rothenberg

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA.

Celso Henrique Cesila, Rossano P. Pinto, Kayol Soares Mayer, Andrés Felipe Escallón-Portilla, Darli A. A. Mello, Dalton Soares Arantes, Christian Esteve Rothenberg

Proceedings of the 9th IEEE International Conference on Network Softwarization, 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

Discrete-time ℋ₂ and ℋ_∞ poly-quadratic filter designs for polytopic LPV systems.

Matheus Senna de Oliveira, Kayol Soares Mayer, Renan Lima Pereira

Int. J. Syst. Sci., 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

2019

Blind Fuzzy Adaptation Step Control for a Concurrent Neural Network Equalizer.

Kayol Soares Mayer, Matheus Senna de Oliveira, Candice Müller, Fernando César Comparsi de Castro, Maria Cristina Felippetto de Castro

Wirel. Commun. Mob. Comput., 2019

A New CPFSK Demodulation Approach for Software Defined Radio.

Kayol Soares Mayer, Candice Müller, Fernando César Comparsi de Castro, Maria Cristina Felippetto de Castro

J. Circuits Syst. Comput., 2019

2018

Bandwidth Efficient Gaussian Minimum Frequency-Shift Keying Approach for Software Defined Radio.

Lucas C. Galvao, Candice Müller, Maria Cristina Felippetto de Castro, Fernando César Comparsi de Castro, Kayol Soares Mayer

Proceedings of the 31st Symposium on Integrated Circuits and Systems Design, 2018