Project-Based Learning Laboratory for Teaching Embedded Systems

by Marcelo A. C. Fernandes
Published 2015-01-01

Distributed Genetic Algorithms for Low-Power, Low-Cost and Small-Sized Memory Devices

by Denis R. da S. Medeiros, Marcelo A. C. Fernandes
Published 2020-11-01

Data stream dataset of SARS-CoV-2 genome

by Raquel de M. Barbosa, Marcelo A.C. Fernandes
Published 2020-08-01

Chaos game representation dataset of SARS-CoV-2 genome

by Raquel de M. Barbosa, Marcelo A.C. Fernandes
Published 2020-06-01

Real-time Neural Networks Implementation Proposal for Microcontrollers

by Caio José B. V. Guimarães, Marcelo A. C. Fernandes
Published 2020-09-01

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

by Alisson C. D. de Souza, Marcelo A. C. Fernandes
Published 2014-09-01

Butterfly Neural Filter Applied to Beamforming

by Tiago F. B. de Sousa, Marcelo A. C. Fernandes
Published 2019-01-01

Parallel Implementation on FPGA of Support Vector Machines Using Stochastic Gradient Descent

by Felipe F. Lopes, João Canas Ferreira, Marcelo A. C. Fernandes
Published 2019-06-01

Parallel Implementation of K-Means Algorithm on FPGA

by Leonardo A. Dias, Joao C. Ferreira, Marcelo A. C. Fernandes
Published 2020-01-01

Embedded genetic algorithm for low‐power, low‐cost, and low‐size‐memory devices

by Denis R. da S. Medeiros, Matheus F. Torquato, Marcelo A. C. Fernandes
Published 2020-09-01

Beamforming and Power Control in Sensor Arrays Using Reinforcement Learning

by Náthalee C. Almeida, Marcelo A.C. Fernandes, Adrião D.D. Neto
Published 2015-03-01

Adaptive Beamforming Applied to OFDM Systems

by Tiago F. B. de Sousa, Dalton S. Arantes, Marcelo A. C. Fernandes
Published 2018-10-01

Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder

by Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes
Published 2019-01-01

Fully Parallel Implementation of Otsu Automatic Image Thresholding Algorithm on FPGA

by Wysterlânya K. P. Barros, Leonardo A. Dias, Marcelo A. C. Fernandes
Published 2021-06-01

Proposal of Takagi–Sugeno Fuzzy-PI Controller Hardware

by Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes
Published 2020-04-01

Parallel Implementation of Reinforcement Learning Q-Learning Technique for FPGA

by Lucileide M. D. Da Silva, Matheus F. Torquato, Marcelo A. C. Fernandes
Published 2019-01-01

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

by Caroline A. D. Silva, Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes
Published 2018-12-01

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

by Isaac D. T. de Souza, Sergio N. Silva, Rafael M. Teles, Marcelo A. C. Fernandes
Published 2014-10-01

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

by Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani
Published 2021-01-01

Proposal of the Tactile Glove Device

by José C. V. S. Junior, Matheus F. Torquato, Daniel H. Noronha, Sérgio N. Silva, Marcelo A. C. Fernandes
Published 2019-11-01