All Stories

  1. Abordagem Baseada em Embeddings e Transformers para Vigilância Genômica do SARS-CoV-2

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  2. Desvendando os Subgrupos Moleculares do Meduloblastoma: Uma Abordagem baseada em IA Explicável com XGBoost e SHAP

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  3. Geração Automatizada de Coroas Dentárias Anteriores com Modelos de Difusão Baseado em Pontos e Reconstrução 3D

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  4. Compressão Consciente de Modelos de Deep Learning Aplicada a Ambientes Kubernetes

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  5. Compressão Consciente por Poda Seguida de Quantização Iterativa em Redes Convolucionais: Um Estudo no CIFAR -10

    Article • December 2025, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  6. Delayed growth of Ewing sarcoma tumors associated with reduced expression and activity of Trk receptors, PI3K, and IGF1R

    Article • October 2025, Cold Spring Harbor Laboratory Press

    Dr Marcelo A. C. Fernandes

  7. Optimizing Tactile Feedback Devices with Fixed-Point Computation on FPGA

    Article • Circuits Systems and Signal Processing, January 2025, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  8. New Approach of Blind Adaptive Equalizer Based on Genetic Algorithms

    Article • Telecom, January 2025, MDPI AG

    Dr Marcelo A. C. Fernandes

  9. Modulation of Stemness and Differentiation Regulators by Valproic Acid in Medulloblastoma Neurospheres

    Article • Cells, January 2025, MDPI AG

    Dr Marcelo A. C. Fernandes

  10. A Real-Time Safe Navigation Proposal for Mobile Robots in Unknown Environments Using Meta-Heuristics

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  11. Feature Selection in Cancer Classification: Utilizing Explainable Artificial Intelligence to Uncover Influential Genes in Machine Learning Models

    Article • AI, December 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  12. High Expression of GABAA Receptor β Subunit Genes Is Associated with Longer Overall Survival in Medulloblastoma

    Article • Brain Sciences, November 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  13. Real-Time Simulator for Dynamic Systems on FPGA

    Article • Electronics, October 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  14. Modulation of Stemness and Differentiation Regulators by Valproic Acid in Medulloblastoma

    Article • September 2024, Cold Spring Harbor Laboratory Press

    Dr Marcelo A. C. Fernandes

  15. Application of Fuzzy Logic for Horizontal Scaling in Kubernetes Environments within the Context of Edge Computing

    Article • Future Internet, September 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  16. Utilizing chaos game representation for enhanced classification of SARS-CoV-2 variants with stacked sparse autoencoders

    Article • Neural Computing and Applications, August 2024, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  17. SHA-256 Hardware Proposal for IoT Devices in the Blockchain Context

    Article • Sensors, June 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  18. Stemness and Cell Cycle Regulators and Their Modulation by Retinoic Acid in Ewing Sarcoma

    Article • Current Issues in Molecular Biology, April 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  19. Self-organizing maps applied to the analysis and identification of characteristics related to air quality monitoring stations and its pollutants

    Article • Neural Computing and Applications, April 2024, Springer Science + Business Media

    Dr Marcelo A. C. Fernandes

  20. A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm

    Article • Machine Learning and Knowledge Extraction, March 2024, MDPI AG

    Dr Marcelo A. C. Fernandes

  21. Gene Sequence to 2D Vector Transformation for Virus Classification

    Article • March 2024, Cold Spring Harbor Laboratory Press

    Dr Marcelo A. C. Fernandes

  22. A Novel Training Strategy for Deep Learning Model Compression Applied to Automatic Modulation Classification

    Article • IEEE Open Journal of the Communications Society, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes

  23. Aprendizagem de máquina aplicada à estratificação de risco de mortalidade de recém-nascidos associados a partos prematuros

    Article • December 2023, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  24. IA explicável aplicada para identificar genes influentes na classificação do câncer por meio de dados de expressão gênica de RNA-Seq

    Article • December 2023, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

  25. Obtenção de novos potenciais biomarcadores para o câncer de mama com o auxílio da inteligência artificial explicável

    Article • December 2023, Associacao Brasileira de Inteligencia Computacional - ABRICOM

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, December 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  27. FPGA Applied to Latency Reduction for the Tactile Internet

    Article • Sensors, October 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Sustainability, August 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  29. Fully Parallel Proposal of Naive Bayes on FPGA

    Article • Electronics, August 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, July 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Nanomanufacturing, July 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  32. 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

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

    Article • Sensors, May 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

  34. 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

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

    Article • Pharmaceutics, March 2022, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Neural Networks, November 2021, Elsevier

    Dr Marcelo A. C. Fernandes

  37. 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

  38. Parallel Implementation of Smith-Waterman Algorithm on FPGA

    Article • July 2021, Cold Spring Harbor Laboratory Press

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, June 2021, MDPI AG

    Dr Marcelo A. C. Fernandes

  40. 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

  41. 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

  42. Smart Design Nano-Hybrid Formulations by Machine Learning

    Article • Proceedings, December 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Electronics, November 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

  44. Real-time Neural Networks Implementation Proposal for Microcontrollers

    Article • Electronics, September 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Engineering Reports, August 2020, Wiley

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, June 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Data in Brief, June 2020, Elsevier

    Dr Marcelo A. C. Fernandes

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

    Article • Data in Brief, June 2020, Elsevier

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, April 2020, MDPI AG

    Dr Marcelo A. C. Fernandes

  50. 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

  51. Parallel Implementation of K-Means Algorithm on FPGA

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

    Dr Marcelo A. C. Fernandes

  52. Proposal of the Tactile Glove Device

    Article • Sensors, November 2019, MDPI AG

    Dr Marcelo A. C. Fernandes

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

    Article • Electronics, June 2019, MDPI AG

    Dr Marcelo A. C. Fernandes

  54. A Parallel Implementation of Sequential Minimal Optimization on FPGA

    Article • Microprocessors and Microsystems, June 2019, Elsevier

    Dr Marcelo A. C. Fernandes

  55. 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

  56. 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

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

    Article • Journal of Systems Architecture, January 2019, Elsevier

    Dr Marcelo A. C. Fernandes

  58. 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

  59. 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

  60. Butterfly Neural Filter Applied to Beamforming

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

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, December 2018, MDPI AG

    Dr Marcelo A. C. Fernandes

  62. 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

  63. Adaptive Beamforming Applied to OFDM Systems

    Article • Sensors, October 2018, MDPI AG

    Dr Marcelo A. C. Fernandes

  64. 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

  65. Efficient 3D Objects Recognition Using Multifoveated Point Clouds

    Article • Sensors, July 2018, MDPI AG

    Dr Marcelo A. C. Fernandes

  66. 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

  67. 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

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

    Article • Neurocomputing, November 2016, Elsevier

    Dr Marcelo A. C. Fernandes

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

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

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, March 2015, MDPI AG

    Dr Marcelo A. C. Fernandes

  71. 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

  72. Linear programming applied to blind signal equalization

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

    Dr Marcelo A. C. Fernandes

  73. Project-Based Learning Laboratory for Teaching Embedded Systems

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

    Dr Marcelo A. C. Fernandes

  74. 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

  75. 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

  76. 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

  77. 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

  78. Dynamic Planning Navigation Technique Optimized with Genetic Algorithm

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

    Dr Marcelo A. C. Fernandes

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

    Article • Sensors, September 2014, MDPI AG

    Dr Marcelo A. C. Fernandes

  80. 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

  81. Dynamic planning navigation strategy for mobile terrestrial robots

    Article • Robotica, July 2014, Cambridge University Press

    Dr Marcelo A. C. Fernandes

  82. 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

  83. 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

  84. Bi-dimensional Neural Equalizer Applied to Optical Receiver

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

    Dr Marcelo A. C. Fernandes

  85. Multilayer perceptron equalizer for optical communication systems

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

    Dr Marcelo A. C. Fernandes

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Marcelo A. C. Fernandes