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ORCIDMarcelo A. C. Fernandes
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2020 – today
- 2024
[j40]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: 110422 (2024)- [j39]Sérgio N. Silva, Mateus A. S. S. Goldbarg, Lucileide M. D. Da Silva, Marcelo A. C. Fernandes:
Application of Fuzzy Logic for Horizontal Scaling in Kubernetes Environments within the Context of Edge Computing. Future Internet 16(9): 316 (2024) - [j38]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): 736-750 (2024) - [j37]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): 11643-11657 (2024) - [j36]Maria G. F. Coutinho, Gabriel B. M. Câmara, Raquel de M. Barbosa, Marcelo A. C. Fernandes:
Utilizing chaos game representation for enhanced classification of SARS-CoV-2 variants with stacked sparse autoencoders. Neural Comput. Appl. 36(31): 19823-19837 (2024) - [j35]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): 3908 (2024) - 2023
- [j34]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): 92 (2023) - [j33]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): 231 (2023) - [c7]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 José Venâncio Neto, Marcelo A. C. Fernandes:
Machine Learning Applied to Anomaly Detection on 5G O-RAN Architecture. INNS DLIA@IJCNN 2023: 81-93 - 2022
- [j32]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): 3556 (2022) - [j31]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): 5730 (2022) - [j30]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): 7851 (2022) - [j29]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): 9865 (2022) - 2021
- [j28]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: 89162-89180 (2021) - [j27]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: 103141-103152 (2021) - [j26]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: 818-827 (2021) - [j25]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): 4151 (2021) - [c6]Marcelo A. C. Fernandes, H. T. Kung:
A Novel Training Strategy for Deep Learning Model Compression Applied to Viral Classifications. IJCNN 2021: 1-9 - [c5]Caio J. B. V. Guimarães, Matheus F. Torquato, Marcelo A. C. Fernandes:
Optimization of MLP Neural Networks in 8-bit Microcontrollers using Program Memory. IJCNN 2021: 1-6 - [c4]Felipe F. Lopes, Sérgio N. Silva, Marcelo A. C. Fernandes:
FPGA Implementation of the Adaptive Digital Beamforming for Massive Array. VTC Spring 2021: 1-5 - 2020
- [j24]Leonardo Alves Dias, João Canas Ferreira, Marcelo A. C. Fernandes:
Parallel Implementation of K-Means Algorithm on FPGA. IEEE Access 8: 41071-41084 (2020) - [j23]Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes:
Proposal of Takagi-Sugeno Fuzzy-PI Controller Hardware. Sensors 20(7): 1996 (2020) - [j22]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): 3168 (2020) - [c3]Leonardo Alves Dias, Maria G. F. Coutinho, Elena I. Gaura, Marcelo A. C. Fernandes:
A New Hardware Approach to Self-Organizing Maps. ASAP 2020: 205-212 - [c2]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: 1-6 - [i6]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 abs/2003.03837 (2020) - [i5]Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes:
Proposal of a Takagi-Sugeno Fuzzy-PI Controller Hardware. CoRR abs/2003.06420 (2020) - [i4]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 abs/2003.12463 (2020) - [i3]Caio J. B. V. Guimarães, Marcelo A. C. Fernandes:
Real-time Neural Networks Implementation Proposal for Microcontrollers. CoRR abs/2006.05344 (2020)
2010 – 2019
- 2019
- [j21]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: 2782-2798 (2019) - [j20]Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes:
Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder. IEEE Access 7: 40674-40694 (2019) - [j19]Tiago F. B. de Sousa, Marcelo A. C. Fernandes:
Butterfly Neural Filter Applied to Beamforming. IEEE Access 7: 96455-96469 (2019) - [j18]Matheus F. Torquato, Marcelo A. C. Fernandes:
High-Performance Parallel Implementation of Genetic Algorithm on FPGA. Circuits Syst. Signal Process. 38(9): 4014-4039 (2019) - [j17]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: 331-345 (2019) - [j16]Daniel H. Noronha, Matheus F. Torquato, Marcelo A. C. Fernandes:
A parallel implementation of sequential minimal optimization on FPGA. Microprocess. Microsystems 69: 138-151 (2019) - [j15]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): 5029 (2019) - [j14]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 66-II(11): 1875-1879 (2019) - [i2]Carlos E. B. S. Júnior, Matheus F. Torquato, Marcelo A. C. Fernandes:
Application-Specific System Processor for the SHA-1 Hash Algorithm. CoRR abs/1901.04989 (2019) - 2018
- [j13]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): 2302 (2018) - [j12]Tiago F. B. de Sousa, Dalton Soares Arantes, Marcelo A. C. Fernandes:
Adaptive Beamforming Applied to OFDM Systems. Sensors 18(10): 3558 (2018) - [j11]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): 4322 (2018) - [i1]Matheus F. Torquato, Marcelo A. C. Fernandes:
High-Performance Parallel Implementation of Genetic Algorithm on FPGA. CoRR abs/1806.11555 (2018) - 2016
- [j10]Marcelo A. C. Fernandes:
Problem-based learning applied to the artificial intelligence course. Comput. Appl. Eng. Educ. 24(3): 388-399 (2016) - [j9]Marcelo A. C. Fernandes:
Fuzzy controller applied to electric vehicles with continuously variable transmission. Neurocomputing 214: 684-691 (2016) - [j8]Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes:
Dynamic planning navigation strategy for mobile terrestrial robots. Robotica 34(3): 568-583 (2016) - 2015
- [j7]Náthalee C. Almeida, Marcelo A. C. Fernandes, Adrião D. D. Neto:
Beamforming and Power Control in Sensor Arrays Using Reinforcement Learning. Sensors 15(3): 6668-6687 (2015) - 2014
- [j6]Marcelo A. C. Fernandes:
Collaborative reception technique in wireless sensor networks using adaptive antennas. EURASIP J. Wirel. Commun. Netw. 2014: 225 (2014) - [j5]Marcelo A. C. Fernandes:
Neural equalization applied to systems with bidimensional digital modulation. Neural Comput. Appl. 25(7-8): 2057-2066 (2014) - [j4]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): 18223-18243 (2014) - [j3]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): 19176-19199 (2014) - [c1]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: 1-6
2000 – 2009
- 2002
- [j2]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): 1082-1090 (2002) - 2000
- [j1]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): 539-547 (2000)
Coauthor Index
aka: Maria Gracielly F. Coutinho
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