Marcelo

MARCELO AUGUSTO COSTA FERNANDES, PHD

mfernandes@ugr.es

Ph.D., Electrical Engineering

Senior Researcher

Mind, Brain, and Behavior Research Center – CIMCYC

Campus de Cartuja s/n

18071 Granada – Spain

researchgate

RESEARCH INTERESTS:

Artificial Intelligence, Digital Signal Processing, Bioinformatics and Reconfigurable computing

EDUCATION

2011-Present

Associate professor, Department of Computer Engineering and Automation.
Federal University of Rio Grande do Norte, Natal (Brazil).

2019-2021

Visiting research
School of Engineering and Applied Sciences, Harvard University, Cambridge, (USA).

2015-2016

Visiting research
Department of Informatics, King’s College London, London (UK).

2007-2010

Brazilian PhD, Electrical Engineering.
Computer Engineering, Federal University of Rio Grande do Norte, Natal (Brazil).

1997-1998

MSc, Computer Engineering.
Department of Electrical Engineering, Federal University of Rio Grande do Norte, Natal (Brazil).

1993-1997

BSc, Electrical Engineering.
Department of Electrical Engineering, Federal University of Rio Grande do Norte, Natal (Brazil).

RELEVANT PUBLICATIONS

Dias, L. A., Damasceno, A. M., Gaura, E., & Fernandes, M. A. (2021). A full-parallel implementation of Self-Organizing Maps on hardware. Neural Networks, 143, 818-827.

DDa Silva, L. M., Coutinho, M. G., Santos, C. E., Santos, M. R., Ruiz, M. D., Guedes, L. A., & Fernandes, M. A. (2021). Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection. IEEE Access, 9, 103141-103152.

Dias, L. A., Ferreira, J. C., & Fernandes, M. A. (2020). Parallel implementation of K-means algorithm on FPGA. IEEE Access, 8, 41071-41084.

Barbosa, R. D. M., & Fernandes, M. A. (2020). Chaos game representation dataset of SARS-CoV-2 genome. Data in brief, 30, 105618.

Dias, L. A., Ferreira, J. C., & Fernandes, M. A. (2020). Parallel implementation of K-means algorithm on FPGA. IEEE Access, 8, 41071-41084.

Medeiros, D. R. D. S., & Fernandes, M. A. (2020). Distributed genetic algorithms for low-power, low-cost and small-sized memory devices. Electronics, 9(11), 1891.

Fernandes, M. A. (2016). Fuzzy controller applied to electric vehicles with continuously variable transmission. Neurocomputing, 214, 684-691.

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