Marcelo A. C. Fernandes

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 43

Top Topics

Parallel Implementation

Sequential Minimal Optimization

Top Venues

Publications

Lucileide M. D. Da Silva, Sérgio N. Silva, Luísa C. de Souza, Karolayne S. Azevedo, Luiz Affonso Guedes, Marcelo A. C. Fernandes
A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Carlos E. B. Santos, Lucileide M. D. Da Silva, Matheus F. Torquato, Sérgio N. Silva, Marcelo A. C. Fernandes
SHA-256 Hardware Proposal for IoT Devices in the Blockchain Context. Sensors 24 (12) (2024)
Emanoel L. R. Costa, Taiane Braga, Leonardo Alves Dias, Édler Lins de Albuquerque, Marcelo A. C. Fernandes
Self-organizing maps applied to the analysis and identification of characteristics related to air quality monitoring stations and its pollutants. Neural Comput. Appl. 36 (19) (2024)
Felipe Sampaio Dantas da Silva, Sérgio N. Silva, Lucileide M. D. Da Silva, Ayuri Bessa, Samuel Ferino, Pablo Paiva, Marcos Medeiros, Lucas Silva, José Neto, Kevin B. Costa, Charles H. F. dos Santos, Eduardo Aranha, Allan de M. Martins, Uirá Kulesza, Roger Immich, Augusto J. V. Neto, Ramon R. Fontes, Vicente Sousa, Marcelo A. C. Fernandes
ML-based inter-slice load balancing control for proactive offloading of virtual services. Comput. Networks 246 (2024)
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
Machine Learning Applied to Anomaly Detection on 5G O-RAN Architecture. INNS DLIA@IJCNN (2023)
Luísa C. de Souza, Karolayne S. Azevedo, Jackson Gomes de Souza, Raquel de M. Barbosa, Marcelo A. C. Fernandes
New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning. BMC Bioinform. 24 (1) (2023)
Karolayne S. Azevedo, Luísa C. de Souza, Maria G. F. Coutinho, Raquel de M. Barbosa, Marcelo A. C. Fernandes
Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family. BMC Bioinform. 24 (1) (2023)
Pedro V. A. Alves, Patricia D. M. Plentz, Marcelo A. C. Fernandes
Proposal of a Real-Time Test Platform for Tactile Internet Systems. Sensors 22 (24) (2022)
Sérgio N. Silva, Lucileide M. D. Da Silva, Leonardo Alves Dias, Marcelo A. C. Fernandes
Prediction Techniques on FPGA for Latency Reduction on Tactile Internet. Sensors 22 (9) (2022)
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
Convolutional Neural Network Applied to SARS-CoV-2 Sequence Classification. Sensors 22 (15) (2022)
José Claudio Vieira S. Junior, Sérgio N. Silva, Matheus F. Torquato, Toktam Mahmoodi, Mischa Dohler, Marcelo A. C. Fernandes
FPGA Applied to Latency Reduction for the Tactile Internet. Sensors 22 (20) (2022)
Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani
User Driven FPGA-Based Design Automated Framework of Deep Neural Networks for Low-Power Low-Cost Edge Computing. IEEE Access 9 (2021)
Leonardo Alves Dias, Augusto M. P. Damasceno, Elena I. Gaura, Marcelo A. C. Fernandes
A full-parallel implementation of Self-Organizing Maps on hardware. Neural Networks 143 (2021)
Wysterlânya K. P. Barros, Leonardo Alves Dias, Marcelo A. C. Fernandes
Fully Parallel Implementation of Otsu Automatic Image Thresholding Algorithm on FPGA. Sensors 21 (12) (2021)
Marcelo A. C. Fernandes, H. T. Kung
A Novel Training Strategy for Deep Learning Model Compression Applied to Viral Classifications. IJCNN (2021)
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
Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection. IEEE Access 9 (2021)
Felipe F. Lopes, Sérgio N. Silva, Marcelo A. C. Fernandes
FPGA Implementation of the Adaptive Digital Beamforming for Massive Array. VTC Spring (2021)
José Claudio Vieira S. Junior, Matheus F. Torquato, Toktam Mahmoodi, Mischa Dohler, Marcelo A. C. Fernandes
Reconfigurable Computing Applied to Latency Reduction for the Tactile Internet. CoRR (2020)
Leonardo Alves Dias, Maria G. F. Coutinho, Elena I. Gaura, Marcelo A. C. Fernandes
A New Hardware Approach to Self-Organizing Maps. ASAP (2020)
Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes
Proposal of Takagi-Sugeno Fuzzy-PI Controller Hardware. Sensors 20 (7) (2020)
Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes
Proposal of a Takagi-Sugeno Fuzzy-PI Controller Hardware. CoRR (2020)
Leonardo Alves Dias, João Canas Ferreira, Marcelo A. C. Fernandes
Parallel Implementation of K-Means Algorithm on FPGA. IEEE Access 8 (2020)
Wysterlânya K. P. Barros, Daniel S. Morais, Felipe F. Lopes, Matheus F. Torquato, Raquel de M. Barbosa, Marcelo A. C. Fernandes
Proposal of the CAD System for Melanoma Detection Using Reconfigurable Computing. Sensors 20 (11) (2020)
Lucileide M. D. Da Silva, Maria G. F. Coutinho, Carlos E. B. Santos, Mailson Ribeiro Santos, Luiz Affonso Guedes, M. Dolores Ruiz, Marcelo A. C. Fernandes
Hardware Architecture Proposal for TEDA algorithm to Data Streaming Anomaly Detection. CoRR (2020)
Caio J. B. V. Guimarães, Marcelo A. C. Fernandes
Real-time Neural Networks Implementation Proposal for Microcontrollers. CoRR (2020)
Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama, Chokri Souani
Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications. ATSIP (2020)
Lucileide M. D. Da Silva, Matheus F. Torquato, Marcelo A. C. Fernandes
Parallel Implementation of Reinforcement Learning Q-Learning Technique for FPGA. IEEE Access 7 (2019)
Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes
Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder. IEEE Access 7 (2019)
Carlos E. B. S. Júnior, Matheus F. Torquato, Marcelo A. C. Fernandes
Application-Specific System Processor for the SHA-1 Hash Algorithm. CoRR (2019)
Alexandre L. X. Da Costa, Caroline A. D. Silva, Matheus F. Torquato, Marcelo A. C. Fernandes
Parallel Implementation of Particle Swarm Optimization on FPGA. IEEE Trans. Circuits Syst. II Express Briefs (11) (2019)
Daniel H. Noronha, Matheus F. Torquato, Marcelo A. C. Fernandes
A parallel implementation of sequential minimal optimization on FPGA. Microprocess. Microsystems 69 (2019)
José Claudio Vieira S. Junior, Matheus F. Torquato, Daniel H. Noronha, Sergio N. Silva, Marcelo A. C. Fernandes
Proposal of the Tactile Glove Device. Sensors 19 (22) (2019)
Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hedi Bedoui
A Survey and Taxonomy of FPGA-based Deep Learning Accelerators. J. Syst. Archit. 98 (2019)
Tiago F. B. de Sousa, Marcelo A. C. Fernandes
Butterfly Neural Filter Applied to Beamforming. IEEE Access 7 (2019)
Matheus F. Torquato, Marcelo A. C. Fernandes
High-Performance Parallel Implementation of Genetic Algorithm on FPGA. Circuits Syst. Signal Process. 38 (9) (2019)
Caroline A. D. Silva, Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes
Validation of a Dynamic Planning Navigation Strategy Applied to Mobile Terrestrial Robots. Sensors 18 (12) (2018)
Fabio Fonseca de Oliveira, Anderson A. S. Souza, Marcelo A. C. Fernandes, Rafael Beserra Gomes, Luiz Marcos Garcia Gonçalves
Efficient 3D Objects Recognition Using Multifoveated Point Clouds. Sensors 18 (7) (2018)
Tiago F. B. de Sousa, Dalton Soares Arantes, Marcelo A. C. Fernandes
Adaptive Beamforming Applied to OFDM Systems. Sensors 18 (10) (2018)
Matheus F. Torquato, Marcelo A. C. Fernandes
High-Performance Parallel Implementation of Genetic Algorithm on FPGA. CoRR (2018)
Marcelo A. C. Fernandes
Fuzzy controller applied to electric vehicles with continuously variable transmission. Neurocomputing 214 (2016)
Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes
Dynamic planning navigation strategy for mobile terrestrial robots. Robotica 34 (3) (2016)
Marcelo A. C. Fernandes
Problem-based learning applied to the artificial intelligence course. Comput. Appl. Eng. Educ. 24 (3) (2016)
Náthalee C. Almeida, Marcelo A. C. Fernandes, Adrião D. D. Neto
Beamforming and Power Control in Sensor Arrays Using Reinforcement Learning. Sensors 15 (3) (2015)
Isaac D. T. de Souza, Sergio N. Silva, Rafael M. Teles, Marcelo A. C. Fernandes
Platform for Real-Time Simulation of Dynamic Systems and Hardware-in-the-Loop for Control Algorithms. Sensors 14 (10) (2014)
Marcelo A. C. Fernandes
Collaborative reception technique in wireless sensor networks using adaptive antennas. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Andre N. Sapper, Eduardo R. de Lima, Cesar G. Chaves, Gabriel S. da Silva, Augusto F. R. Queiroz, Marcelo A. C. Fernandes
An adaptive equalizer for reliable transmissions in DVB-S2 satellite communications under ISI. LATINCOM (2014)
Alisson C. D. de Souza, Marcelo A. C. Fernandes
Parallel Fixed Point Implementation of a Radial Basis Function Network in an FPGA. Sensors 14 (10) (2014)
Marcelo A. C. Fernandes
Neural equalization applied to systems with bidimensional digital modulation. Neural Comput. Appl. 25 (7-8) (2014)
Fabbryccio A. C. M. Cardoso, Marcelo A. C. Fernandes, Dalton Soares Arantes
Space-time processing for smart antennas in advanced receivers for the user terminal in 3G WCDMA systems. IEEE Trans. Consumer Electron. 48 (4) (2002)
Fernando César Comparsi de Castro, Maria Cristina Felippetto de Castro, Marcelo A. C. Fernandes, Dalton Soares Arantes
8-VSB channel coding analysis for DTV broadcast. IEEE Trans. Consumer Electron. 46 (3) (2000)