Maria G. F. Coutinho

Publications

Citations

H-Index

2019

Active since

Affiliations

Universidade Federal do Rio Grande do Norte(Current)

Instituto Federal do Rio Grande do Norte

Universidad de Granada

Maria G. F. Coutinho is an author at Universidade Federal do Rio Grande do Norte specializing in deep learning, computer engineering, and computer architecture.

ORCID

Top concepts

EngineeringDeep LearningComputer ScienceComputer EngineeringDeep Neural NetworksComputer ArchitectureData ScienceEdge ComputingEmbedded SystemsMachine Learning

Publications per year

2019–2022

Publications

Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder

Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes · IEEE Access · 2019 · 39 citations · Full text

Engineering, Machine Learning, Autoencoders +16

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

Gabriel Bezerra Motta Câmara, Maria G. F. Coutinho, Lucileide M. D. da Silva et al. · Sensors · 2022 · 20 citations · Full text

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

Tarek Belabed, Maria G. F. Coutinho, Marcelo A. C. Fernandes et al. · IEEE Access · 2021 · 19 citations · Full text

Many Artificial Intelligence, Deep Neural Networks, Engineering +14

Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection

Lucileide M. D. da Silva, Maria G. F. Coutinho, Carlos E. B. Santos et al. · IEEE Access · 2021 · 11 citations · Full text

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