Marcelo A. C. Fernandes

According to our database, Marcelo A. C. Fernandes authored at least 43 papers between 2000 and 2023.

Collaborative distances:

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

2023

New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning.

Luísa C. de Souza, Karolayne S. Azevedo, Jackson Gomes de Souza, Raquel de M. Barbosa, Marcelo A. C. Fernandes

BMC Bioinform., December, 2023

Machine Learning Applied to Anomaly Detection on 5G O-RAN Architecture.

Pedro V. A. Alves, Mateus A. S. S. Goldbarg, Wysterlânya K. P. Barros, Iago D. Rego, Vinícius J. M. T. Filho, Allan de M. Martins, Vicente A. de Sousa Jr., Ramon dos Reis Fontes, Eduardo Henrique da Silva Aranha, Augusto V. Neto, Marcelo A. C. Fernandes

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Prediction Techniques on FPGA for Latency Reduction on Tactile Internet.

Sérgio N. Silva, Lucileide M. D. Da Silva, Leonardo Alves Dias, Marcelo A. C. Fernandes

Sensors, 2022

FPGA Applied to Latency Reduction for the Tactile Internet.

José Claudio Vieira S. Junior, Sérgio N. Silva, Matheus F. Torquato, Toktam Mahmoodi, Mischa Dohler, Marcelo A. C. Fernandes

Sensors, 2022

Convolutional Neural Network Applied to SARS-CoV-2 Sequence Classification.

Gabriel B. M. Câmara, Maria G. F. Coutinho, Lucileide M. D. Da Silva, Walter V. do N. Gadelha, Matheus F. Torquato, Raquel de M. Barbosa, Marcelo A. C. Fernandes

Sensors, 2022

Proposal of a Real-Time Test Platform for Tactile Internet Systems.

Pedro V. A. Alves, Patricia D. M. Plentz, Marcelo A. C. Fernandes

Sensors, 2022

2021

Fully Parallel Implementation of Otsu Automatic Image Thresholding Algorithm on FPGA.

Wysterlânya K. P. Barros, Leonardo Alves Dias, Marcelo A. C. Fernandes

Sensors, 2021

A full-parallel implementation of Self-Organizing Maps on hardware.

Leonardo Alves Dias, Augusto M. P. Damasceno, Elena I. Gaura, Marcelo A. C. Fernandes

Neural Networks, 2021

Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection.

Lucileide M. D. Da Silva, Maria G. F. Coutinho, Carlos E. B. Santos, Mailson Ribeiro Santos, M. Dolores Ruiz, Luiz Affonso Guedes, Marcelo A. C. Fernandes

IEEE Access, 2021

User Driven FPGA-Based Design Automated Framework of Deep Neural Networks for Low-Power Low-Cost Edge Computing.

Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani

IEEE Access, 2021

FPGA Implementation of the Adaptive Digital Beamforming for Massive Array.

Felipe F. Lopes, Sérgio N. Silva, Marcelo A. C. Fernandes

Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Optimization of MLP Neural Networks in 8-bit Microcontrollers using Program Memory.

Caio J. B. V. Guimarães, Matheus F. Torquato, Marcelo A. C. Fernandes

Proceedings of the International Joint Conference on Neural Networks, 2021

A Novel Training Strategy for Deep Learning Model Compression Applied to Viral Classifications.

Marcelo A. C. Fernandes, H. T. Kung

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Proposal of Takagi-Sugeno Fuzzy-PI Controller Hardware.

Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes

Sensors, 2020

Proposal of the CAD System for Melanoma Detection Using Reconfigurable Computing.

Wysterlânya K. P. Barros, Daniel S. Morais, Felipe F. Lopes, Matheus F. Torquato, Raquel de M. Barbosa, Marcelo A. C. Fernandes

Sensors, 2020

Real-time Neural Networks Implementation Proposal for Microcontrollers.

Caio J. B. V. Guimarães, Marcelo A. C. Fernandes

CoRR, 2020

Reconfigurable Computing Applied to Latency Reduction for the Tactile Internet.

José Claudio Vieira S. Junior, Matheus F. Torquato, Toktam Mahmoodi, Mischa Dohler, Marcelo A. C. Fernandes

CoRR, 2020

Parallel Implementation of K-Means Algorithm on FPGA.

Leonardo Alves Dias, João Canas Ferreira, Marcelo A. C. Fernandes

IEEE Access, 2020

Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications.

Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama, Chokri Souani

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

A New Hardware Approach to Self-Organizing Maps.

Leonardo Alves Dias, Maria G. F. Coutinho, Elena I. Gaura, Marcelo A. C. Fernandes

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019

Parallel Implementation of Particle Swarm Optimization on FPGA.

Alexandre L. X. Da Costa, Caroline A. D. Silva, Matheus F. Torquato, Marcelo A. C. Fernandes

IEEE Trans. Circuits Syst. II Express Briefs, 2019

Proposal of the Tactile Glove Device.

José Claudio Vieira S. Junior, Matheus F. Torquato, Daniel H. Noronha, Sergio N. Silva, Marcelo A. C. Fernandes

Sensors, 2019

A parallel implementation of sequential minimal optimization on FPGA.

Daniel H. Noronha, Matheus F. Torquato, Marcelo A. C. Fernandes

Microprocess. Microsystems, 2019

A Survey and Taxonomy of FPGA-based Deep Learning Accelerators.

Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hedi Bedoui

J. Syst. Archit., 2019

High-Performance Parallel Implementation of Genetic Algorithm on FPGA.

Matheus F. Torquato, Marcelo A. C. Fernandes

Circuits Syst. Signal Process., 2019

Application-Specific System Processor for the SHA-1 Hash Algorithm.

Carlos E. B. S. Júnior, Matheus F. Torquato, Marcelo A. C. Fernandes

CoRR, 2019

Butterfly Neural Filter Applied to Beamforming.

Tiago F. B. de Sousa, Marcelo A. C. Fernandes

IEEE Access, 2019

Parallel Implementation of Reinforcement Learning Q-Learning Technique for FPGA.

Lucileide M. D. Da Silva, Matheus F. Torquato, Marcelo A. C. Fernandes

IEEE Access, 2019

Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder.

Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes

IEEE Access, 2019

2018

Adaptive Beamforming Applied to OFDM Systems.

Tiago F. B. de Sousa, Dalton Soares Arantes, Marcelo A. C. Fernandes

Sensors, 2018

Validation of a Dynamic Planning Navigation Strategy Applied to Mobile Terrestrial Robots.

Caroline A. D. Silva, Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes

Sensors, 2018

Efficient 3D Objects Recognition Using Multifoveated Point Clouds.

Fabio Fonseca de Oliveira, Anderson A. S. Souza, Marcelo A. C. Fernandes, Rafael Beserra Gomes, Luiz Marcos Garcia Gonçalves

Sensors, 2018

2016

Dynamic planning navigation strategy for mobile terrestrial robots.

Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes

Robotica, 2016

Fuzzy controller applied to electric vehicles with continuously variable transmission.

Marcelo A. C. Fernandes

Neurocomputing, 2016

Problem-based learning applied to the artificial intelligence course.

Marcelo A. C. Fernandes

Comput. Appl. Eng. Educ., 2016

2015

Beamforming and Power Control in Sensor Arrays Using Reinforcement Learning.

Náthalee C. Almeida, Marcelo A. C. Fernandes, Adrião D. D. Neto

Sensors, 2015

2014

Platform for Real-Time Simulation of Dynamic Systems and Hardware-in-the-Loop for Control Algorithms.

Isaac D. T. de Souza, Sergio N. Silva, Rafael M. Teles, Marcelo A. C. Fernandes

Sensors, 2014

Parallel Fixed Point Implementation of a Radial Basis Function Network in an FPGA.

Alisson C. D. de Souza, Marcelo A. C. Fernandes

Sensors, 2014

Neural equalization applied to systems with bidimensional digital modulation.

Marcelo A. C. Fernandes

Neural Comput. Appl., 2014

Collaborative reception technique in wireless sensor networks using adaptive antennas.

Marcelo A. C. Fernandes

EURASIP J. Wirel. Commun. Netw., 2014

An adaptive equalizer for reliable transmissions in DVB-S2 satellite communications under ISI.

Andre N. Sapper, Eduardo R. de Lima, Cesar G. Chaves, Gabriel S. da Silva, Augusto F. R. Queiroz, Marcelo A. C. Fernandes

Proceedings of the IEEE Latin-America Conference on Communications, 2014

2002

Space-time processing for smart antennas in advanced receivers for the user terminal in 3G WCDMA systems.

Fabbryccio A. C. M. Cardoso, Marcelo A. C. Fernandes, Dalton Soares Arantes

IEEE Trans. Consumer Electron., 2002

2000

8-VSB channel coding analysis for DTV broadcast.

Fernando César Comparsi de Castro, Maria Cristina Felippetto de Castro, Marcelo A. C. Fernandes, Dalton Soares Arantes

IEEE Trans. Consumer Electron., 2000