Kayol Soares Mayer
Kayol Soares Mayer
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Machine-learning-based soft-failure localization with partial software-defined networking telemetry
KS Mayer, JA Soares, RP Pinto, CE Rothenberg, DS Arantes, DAA Mello
Journal of Optical Communications and Networking 13 (10), E122-E131, 2021
Soft failure localization using machine learning with SDN-based network-wide telemetry
KS Mayer, JA Soares, RP Pinto, CE Rothenberg, DS Arantes, DAA Mello
2020 European Conference on Optical Communications (ECOC), 1-4, 2020
Demonstration of ML-assisted soft-failure localization based on network digital twins
KS Mayer, RP Pinto, JA Soares, DS Arantes, CE Rothenberg, ...
Journal of Lightwave Technology 40 (14), 4514-4520, 2022
Blind fuzzy adaptation step control for a concurrent neural network equalizer
KS Mayer, MSD Oliveira, C Müller, FCCD Castro, MCFD Castro
Wireless Communications and Mobile Computing 2019, 1-11, 2019
Complex MIMO RBF neural networks for transmitter beamforming over nonlinear channels
K Soares Mayer, J Aguiar Soares, D Soares Arantes
Sensors 20 (2), 378, 2020
Deep phase-transmittance RBF neural network for beamforming with multiple users
KS Mayer, C Müller, JA Soares, FCC de Castro, DS Arantes
IEEE Wireless Communications Letters 11 (7), 1498-1502, 2022
Complex-valued phase transmittance RBF neural networks for massive MIMO-OFDM receivers
JA Soares, KS Mayer, FCC de Castro, DS Arantes
Sensors 21 (24), 8200, 2021
A deep neural network model for link failure identification in multi-path ROADM based networks
DY Shimizu, KS Mayer, JA Soares, DS Arantes
2020 Photonics North (PN), 1-1, 2020
Bandwidth efficient gaussian minimum frequency-shift keying approach for software defined radio
LC Galvão, C Müller, MCF De Castro, FCC De Castro, KS Mayer
2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI), 1-4, 2018
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical
RP Pinto, CH Cesila, KS Mayer, AFE Portilla, DS Arantes, DAA Mello, ...
Optical Fiber Communication Conference, M3Z. 10, 2023
Complex-valued neural networks and applications in telecommunications
KS Mayer
State University of Campinas, 2022
RosenPy: An Open Source Python Framework for Complex-Valued Neural Networks
AA Cruz, KS Mayer, DS Arantes
Available at SSRN 4252610, 2022
A new CPFSK demodulation approach for software defined radio
KS Mayer, C Müller, FCC de Castro, MCF de Castro
Journal of Circuits, Systems and Computers 28 (14), 1950243, 2019
Discrete-time ℋ2 and ℋ poly-quadratic filter designs for polytopic LPV systems
MS de Oliveira, KS Mayer, RL Pereira
International Journal of Systems Science 53 (10), 2219-2234, 2022
Demonstration of machine-intelligent soft-failure localization using SDN telemetry
RP Pinto, KS Mayer, JA Soares, DS Arantes, DAA Mello, V Cavalcante, ...
Optical Fiber Communication Conference, M2B. 5, 2021
High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization
KS Mayer, VR Moreira, JA Soares, DS Arantes
2020 Photonics North (PN), 1-1, 2020
Nonlinear modified concurrent equalizer
KS Mayer, C Müller, MCF de Castro, FCC de Castro
Journal of Communication and Information Systems 34 (1), 201-205, 2019
Semi-supervised ML-based joint channel estimation and decoding for m-MIMO with Gaussian inference learning
JA Soares, KS Mayer, DS Arantes
IEEE Wireless Communications Letters, 2023
Chat-ibn-rasa: Building an intent translator for packet-optical networks based on rasa
CH Cesila, RP Pinto, KS Mayer, AF Escallón-Portilla, DAA Mello, ...
2023 IEEE 9th International Conference on Network Softwarization (NetSoft …, 2023
Multilayer radial basis function neural network for symbol timing recovery
C Müller, KS Mayer, FCC de Castro, MCF de Castro, ST Valduga, ...
Neural Processing Letters 55 (3), 3135-3148, 2023
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