Maria G. F. Coutinho

According to our database, Maria G. F. Coutinho authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

Maria G. F. Coutinho, Gabriel B. M. Câmara, Raquel de M. Barbosa, Marcelo A. C. Fernandes

Neural Comput. Appl., November, 2024

2023

Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family.

Karolayne S. Azevedo, Luísa C. de Souza, Maria G. F. Coutinho, Raquel de M. Barbosa, Marcelo A. C. Fernandes

BMC Bioinform., December, 2023

2022

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

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

Sensors, 2022

2021

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

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

IEEE Access, 2021

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

Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani

IEEE Access, 2021

2020

Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications.

Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama, Chokri Souani

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

A New Hardware Approach to Self-Organizing Maps.

Leonardo Alves Dias, Maria G. F. Coutinho, Elena I. Gaura, Marcelo A. C. Fernandes

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019

Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder.

Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes

IEEE Access, 2019