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Journal Articles
- 2023
[j5]Karolayne S. Azevedo, Luísa C. de Souza, Maria G. F. Coutinho, Raquel de M. Barbosa, Marcelo A. C. Fernandes:
Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family. BMC Bioinform. 24(1): 231 (2023)- 2022
- [j4]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:
Convolutional Neural Network Applied to SARS-CoV-2 Sequence Classification. Sensors 22(15): 5730 (2022) - 2021
- [j3]Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani:
User Driven FPGA-Based Design Automated Framework of Deep Neural Networks for Low-Power Low-Cost Edge Computing. IEEE Access 9: 89162-89180 (2021) - [j2]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:
Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection. IEEE Access 9: 103141-103152 (2021) - 2019
- [j1]Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes:
Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder. IEEE Access 7: 40674-40694 (2019)
Conference and Workshop Papers
- 2020
- [c2]Leonardo Alves Dias, Maria G. F. Coutinho, Elena I. Gaura, Marcelo A. C. Fernandes:
A New Hardware Approach to Self-Organizing Maps. ASAP 2020: 205-212 - [c1]Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama, Chokri Souani:
Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications. ATSIP 2020: 1-6
Informal and Other Publications
- 2020
- [i1]Lucileide M. D. Da Silva, Maria G. F. Coutinho, Carlos E. B. Santos, Mailson Ribeiro Santos, Luiz Affonso Guedes, M. Dolores Ruiz, Marcelo A. C. Fernandes:
Hardware Architecture Proposal for TEDA algorithm to Data Streaming Anomaly Detection. CoRR abs/2003.03837 (2020)
Coauthor Index
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