Marcelo A. C. Fernandes
Marcelo A. C. Fernandes
Professor (Associate), Department of Computer Engineering and Automation, UFRN
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A survey and taxonomy of FPGA-based deep learning accelerators
AG Blaiech, KB Khalifa, C Valderrama, MAC Fernandes, MH Bedoui
Journal of Systems Architecture 98, 331-345, 2019
Parallel implementation of reinforcement learning Q-learning technique for FPGA
LMD Da Silva, MF Torquato, MAC Fernandes
IEEE Access 7, 2782-2798, 2018
High-performance parallel implementation of genetic algorithm on fpga
MF Torquato, MAC Fernandes
Circuits, Systems, and Signal Processing 38 (9), 4014-4039, 2019
Parallel fixed point implementation of a radial basis function network in an fpga
ACD De Souza, MAC Fernandes
Sensors 14 (10), 18223-18243, 2014
Deep neural network hardware implementation based on stacked sparse autoencoder
MGF Coutinho, MF Torquato, MAC Fernandes
IEEE Access 7, 40674-40694, 2019
Parallel implementation on FPGA of support vector machines using stochastic gradient descent
FF Lopes, JC Ferreira, MAC Fernandes
Electronics 8 (6), 631, 2019
A parallel implementation of sequential minimal optimization on FPGA
DH Noronha, MF Torquato, MAC Fernandes
Microprocessors and Microsystems 69, 138-151, 2019
Project-based learning applied to an embedded systems course
MAC Fernandes
International Journal of Electrical Engineering Education 54 (3), 223-235, 2017
Parallel implementation of particle swarm optimization on FPGA
ALX Da Costa, CAD Silva, MF Torquato, MAC Fernandes
IEEE Transactions on Circuits and Systems II: Express Briefs 66 (11), 1875-1879, 2019
Fuzzy controller applied to electric vehicles with continuously variable transmission
MAC Fernandes
Neurocomputing 214, 684-691, 2016
8-VSB channel coding analysis for DTV broadcast
FCC De Castro, MCF De Castro, MAC Fernandes, DS Arantes
IEEE Transactions on Consumer Electronics 46 (3), 539-547, 2000
Platform for real-time simulation of dynamic systems and hardware-in-the-loop for control algorithms
IDT De Souza, SN Silva, RM Teles, MAC Fernandes
Sensors 14 (10), 19176-19199, 2014
Parallel implementation of K-means algorithm on FPGA
LA Dias, JC Ferreira, MAC Fernandes
IEEE Access 8, 41071-41084, 2020
Problem‐based learning applied to the artificial intelligence course
MAC Fernandes
Computer Applications in Engineering Education 24 (3), 388-399, 2016
Fully parallel implementation of Otsu automatic image thresholding algorithm on FPGA
WKP Barros, LA Dias, MAC Fernandes
Sensors 21 (12), 4151, 2021
Chaos game representation dataset of SARS-CoV-2 genome
RM Barbosa, MAC Fernandes
Data in brief 30, 105618, 2020
Proposal of the tactile glove device
JCVS Junior, MF Torquato, DH Noronha, SN Silva, MAC Fernandes
Sensors 19 (22), 5029, 2019
Dynamic planning navigation strategy for mobile terrestrial robots
AVFM de Oliveira, MAC Fernandes
Robotica 34 (3), 568-583, 2016
Efficient 3D objects recognition using multifoveated point clouds
FF Oliveira, AAS Souza, MAC Fernandes, RB Gomes, LMG Goncalves
Sensors 18 (7), 2302, 2018
User driven FPGA-based design automated framework of deep neural networks for low-power low-cost edge computing
T Belabed, MGF Coutinho, MAC Fernandes, CV Sakuyama, C Souani
IEEE Access 9, 89162-89180, 2021
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