All Stories

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

    Article • Sensors, December 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  2. FPGA Applied to Latency Reduction for the Tactile Internet

    Article • Sensors, October 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  3. Analysis of Atmospheric Pollutant Data Using Self-Organizing Maps

    Article • Sustainability, August 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  4. Fully Parallel Proposal of Naive Bayes on FPGA

    Article • Electronics, August 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, July 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  6. New Machine Learning Approach for the Optimization of Nano-Hybrid Formulations

    Article • Nanomanufacturing, July 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  7. Proposal of Smith-Waterman algorithm on FPGA to accelerate the forward and backtracking steps

    Article • PLoS ONE, June 2022, PLOS

    Dr Marcelo A. C. Fernandes

  8. Prediction Techniques on FPGA for Latency Reduction on Tactile Internet

    Article • Sensors, May 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  9. Unsupervised Learning Applied to the Stratification of Preterm Birth Risk in Brazil with Socioeconomic Data

    Article • International Journal of Environmental Research and Public Health, May 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  10. A Novel Deep Neural Network Technique for Drug–Target Interaction

    Article • Pharmaceutics, March 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Neural Networks, November 2021, Elsevier

    Dr Marcelo A. C. Fernandes

  12. Deep learning based on stacked sparse autoencoder applied to viral genome classification of SARS-CoV-2 virus

    Article • October 2021, Cold Spring Harbor Laboratory Press

    Dr Marcelo A. C. Fernandes

  13. Parallel Implementation of Smith-Waterman Algorithm on FPGA

    Article • July 2021, Cold Spring Harbor Laboratory Press

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, June 2021, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  17. Smart Design Nano-Hybrid Formulations by Machine Learning

    Article • Proceedings, December 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Electronics, November 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

  19. Real-time Neural Networks Implementation Proposal for Microcontrollers

    Article • Electronics, September 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Engineering Reports, August 2020, Wiley

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, June 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

  22. Chaos game representation dataset of SARS-CoV-2 genome

    Article • Data in Brief, June 2020, Elsevier

    Dr Marcelo A. C. Fernandes

  23. Data stream dataset of SARS-CoV-2 genome

    Article • Data in Brief, June 2020, Elsevier

    Dr Marcelo A. C. Fernandes

  24. Proposal of Takagi–Sugeno Fuzzy-PI Controller Hardware

    Article • Sensors, April 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

  25. Comparative analyses of response surface methodology and artificial neural networks on incorporating tetracaine into liposomes

    Article • January 2020, FapUNIFESP (SciELO)

    Dr Marcelo A. C. Fernandes

  26. Parallel Implementation of K-Means Algorithm on FPGA

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  27. Proposal of the Tactile Glove Device

    Article • Sensors, November 2019, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Electronics, June 2019, MDPI AG

    Dr Marcelo A. C. Fernandes

  29. A Parallel Implementation of Sequential Minimal Optimization on FPGA

    Article • Microprocessors and Microsystems, June 2019, Elsevier

    Dr Marcelo A. C. Fernandes

  30. Control of airflow in ventilation systems using embedded systems on microcontrollers

    Article • Microsystem Technologies, March 2019, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  31. High-Performance Parallel Implementation of Genetic Algorithm on FPGA

    Article • Circuits Systems and Signal Processing, January 2019, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  32. Taxonomy of FPGA-Based Topologies for Future Deep Learning Architectures

    Article • Journal of Systems Architecture, January 2019, Elsevier

    Dr Marcelo A. C. Fernandes

  33. Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  34. Parallel Implementation of Particle Swarm Optimization on FPGA

    Article • IEEE Transactions on Circuits & Systems II Express Briefs, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  35. Butterfly Neural Filter Applied to Beamforming

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, December 2018, MDPI AG

    Dr Marcelo A. C. Fernandes

  37. Butterfly neural equalizer applied to optical communication systems with two-dimensional digital modulation

    Article • Optics Express, November 2018, Optical Society of America (OSA)

    Dr Marcelo A. C. Fernandes

  38. Adaptive Beamforming Applied to OFDM Systems

    Article • Sensors, October 2018, MDPI AG

    Dr Marcelo A. C. Fernandes

  39. Comparison of binary and fuzzy logic in feedback control of dynamic systems

    Article • International Journal of Dynamics and Control, October 2018, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  40. Efficient 3D Objects Recognition Using Multifoveated Point Clouds

    Article • Sensors, July 2018, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  42. Project-based learning applied to an embedded systems course

    Article • International Journal of Electrical Engineering Education, December 2016, SAGE Publications

    Dr Marcelo A. C. Fernandes

  43. Fuzzy controller applied to electric vehicles with continuously variable transmission

    Article • Neurocomputing, November 2016, Elsevier

    Dr Marcelo A. C. Fernandes

  44. Problem-based learning applied to the artificial intelligence course

    Article • Computer Applications in Engineering Education, January 2016, Wiley

    Dr Marcelo A. C. Fernandes

  45. Beamforming and Power Control in Sensor Arrays Using Reinforcement Learning

    Article • Sensors, March 2015, MDPI AG

    Dr Marcelo A. C. Fernandes

  46. Adaptive Boolean Logic Using Ferroelectrics Capacitors as Basic Units of Artificial Neurons and Its Implementation in FPGA

    Article • Integrated Ferroelectrics, January 2015, Taylor & Francis

    Dr Marcelo A. C. Fernandes

  47. Linear programming applied to blind signal equalization

    Article • AEU - International Journal of Electronics and Communications, January 2015, Elsevier

    Dr Marcelo A. C. Fernandes

  48. Project-Based Learning Laboratory for Teaching Embedded Systems

    Article • Mathematical Problems in Engineering, January 2015, Hindawi Publishing Corporation

    Dr Marcelo A. C. Fernandes

  49. Collaborative reception technique in wireless sensor networks using adaptive antennas

    Article • EURASIP Journal on Wireless Communications and Networking, December 2014, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

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

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  51. Proposal for parallel fixed point implementation of a radial basis function network in an FPGA

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, October 2014, MDPI AG

    Dr Marcelo A. C. Fernandes

  53. Dynamic Planning Navigation Technique Optimized with Genetic Algorithm

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, September 2014, MDPI AG

    Dr Marcelo A. C. Fernandes

  55. Neural equalization applied to systems with bidimensional digital modulation

    Article • Neural Computing and Applications, August 2014, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  56. Dynamic planning navigation strategy for mobile terrestrial robots

    Article • Robotica, July 2014, Cambridge University Press

    Dr Marcelo A. C. Fernandes

  57. Spatial and temporal adaptive receiver for DS-CDMA systems

    Article • AEU - International Journal of Electronics and Communications, March 2014, Elsevier

    Dr Marcelo A. C. Fernandes

  58. Adaptive Equalizers Applied to Faults Location in Power Transmission Lines

    Article • Electric Power Components and Systems, October 2013, Taylor & Francis

    Dr Marcelo A. C. Fernandes

  59. Bi-dimensional Neural Equalizer Applied to Optical Receiver

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  60. Multilayer perceptron equalizer for optical communication systems

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  61. Chip-level adaptive equalization supervised by a time-multiplexed common pilot sequence in CDMA systems

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  62. Design,Simulation and Hardware Implementation of a Digital Television System: Synchronization Techniques

    Article • August 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  63. Design, Simulation and Hardware Implementation of a Digital Television System: Performance Evaluation

    Article • August 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

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

    Article • IEEE Transactions on Consumer Electronics, November 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  65. 8-VSB channel coding analysis for DTV broadcast

    Article • IEEE Transactions on Consumer Electronics, January 2000, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  66. A neural network model applied to the detection of digital signals

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes