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Helton Maia is a researcher and professor at the School of Science and Technology of the Federal University of Rio Grande do Norte. His primary projects encompass a multidisciplinary approach, incorporating Machine Learning and Computer Vision techniques.

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List of Projetcs

Publications

Book Chapters

Papers

(doi) NOGUEIRA, MARGARETH ; FERREIRA GOLBERT, DAIANE C. ; MENEZES, RICHARDSON ; NÓBREGA DE ALMEIDA, RAÍSSA ; GALVÃO-COELHO, NICOLE L. ; SIROKY, ANDRESSA N. ; LIMA, THIAGO Z. ; MAIA, HELTON ; LEÃO, KATARINA E. ; LEÃO, RICHARDSON N. . Serotonergic psychedelic 5-MeO-DMT alters plasticity-related gene expression and generates anxiolytic effects in stressed mice. MOLECULAR PSYCHIATRY, v. 1, p. 1, 2024.

(doi) ALVES, ERIKA ; MAIA, HELTON ; ARF, ORIVALDO . Classification of Hand Gestures Using sEMG Signals and TensorFlow Lite for Microcontrollers. In: Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia, 2023, Online. Anais do(a) Anais do Congresso Brasileiro Interdisciplinar em Ciência e Tecnologia, 2023.

(doi) MENEZES, RICHARDSON ; MAIA, HELTON . An Intelligent Chess Piece Detection Tool. In: Seminário Integrado de Software e Hardware, 2023, Brasil. Anais do L Seminário Integrado de Software e Hardware (SEMISH 2023), 2023. p. 60.

(doi) MENEZES, RICHARDSON ; DE MIRANDA, ARON ; MAIA, HELTON . PyMiceTracking: An Open-Source Toolbox For Real-Time Behavioral Neuroscience Experiments. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, New Orleans. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. p. 21427-21465.

(doi) SILVA FILHO, D. C. ; MEDEIROS, R. A. C. ; Maia, H. . Classificação de Caracteres Manuscritos para Correção Automática do Sistema Multiprova. In: X Escola Regional de Informática de Goiás (ERI-GO), 2022. 2022: Anais da X Escola Regional de Informática de Goiás, 2022. p. 141-152.

(doi) MENEZES, R. S. T. ; CORDEIRO, A. M. ; MAGALHAES, R. M. ; Maia, H. . Classification of Paintings Authorship Using Convolutional Neural Network. In: XV Brazilian Congress on Computational Intelligence (CBIC), 2021, Joinville, Santa Catarina. Anais do XV Congresso Brasileiro de Inteligência Computacional, 2021.

(doi) FREITAS, V. Y. F. ; MENEZES, R. S. T. ; VIDAL, F. ; Maia, H. . Estimation of Safety Distance Between Vehicles on Highways Using YOLOv4 from Aerial Images. In: XV Brazilian Congress on Computational Intelligence (CBIC), 2021, Joinville, Santa Catarina. Anais do XV Congresso Brasileiro de Inteligência Computacional, 2021.

(doi) PEIXOTO, HELTON M.; CRUZ, ROSSANA M. S. ; MOULIN, THIAGO C. ; LEÃO, RICHARDSON N. . Modeling the Effect of Temperature on Membrane Response of Light Stimulation in Optogenetically-Targeted Neurons. Frontiers in Computational Neuroscience, v. 14, p. 1, 2020.

(doi) BASTOS, MATEUS ELOI DA SILVA ; FREITAS, VICTOR YESO FIDELIS ; DE MENEZES, RICHARDSON SANTIAGO TELES ; MAIA, HELTON . Vehicle Speed Detection and Safety Distance Estimation Using Aerial Images of Brazilian Highways. In: Seminário Integrado de Software e Hardware, 2020, Brasil. Anais do Seminário Integrado de Software e Hardware (SEMISH 2020), 2020. p. 258.

(doi) DE MENEZES, RICHARDSON SANTIAGO TELES ; LUIZ, JOHN VICTOR ALVES ; HENRIQUE-ALVES, ARON MIRANDA ; SANTA CRUZ, ROSSANA MORENO ; MAIA, HELTON . Mice Tracking Using The YOLO Algorithm. In: Seminário Integrado de Software e Hardware, 2020, Brasil. Anais do Seminário Integrado de Software e Hardware (SEMISH 2020), 2020. p. 162.

(doi) MENEZES, RICHARDSON SANTIAGO TELES DE ; LIMA, LUCAS DE AZEVEDO ; SANTANA, ORIVALDO ; HENRIQUES-ALVES, ARON MIRANDA ; CRUZ, ROSSANA MORENO SANTA ; MAIA, HELTON . Classification of Mice Head Orientation Using Support Vector Machine and Histogram of Oriented Gradients Features. In: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. 2018 International Joint Conference on Neural Networks (IJCNN), 2018. p. 1-3240.

(doi) PONTES, HEMERSON ; DE MEDEIROS, GILVANDRO ; BORGES, JOANDERSON ; MAIA, HELTON . Sistema de Computação Paralela e Distribuída Utilizando Raspberry Pi e Apache Hadoop. In: Escola Potiguar de Computação e suas Aplicações, 2018, Brasil. Anais da Escola Potiguar de Computação e suas Aplicações (EPOCA 2018), 2018. p. 124.

(doi) MIKULOVIC, SANJA ; PUPE, STEFANO ; PEIXOTO, HELTON MAIA ; DO NASCIMENTO, GEORGE C. ; KULLANDER, KLAS ; TORT, ADRIANO B. L. ; LEÃO, RICHARDSON N. . On the photovoltaic effect in local field potential recordings. Neurophotonics, v. 3, p. 015002, 2016.

(doi) PEIXOTO, HELTON M; MUNGUBA, HERMANY ; CRUZ, ROSSANA MS ; GUERREIRO, ANA MG ; LEAO, RICHARDSON N . Automatic tracking of cells for video microscopy in patch clamp experiments. Biomedical Engineering Online (Online), v. 13, p. 78, 2014.

(doi) PEIXOTO, H. M.; DINIZ, A. A. R. ; ALMEIDA, N. C. ; DE MELO, J. D. ; DORIA NETO, A. D. ; GUERREIRO, A. M. G. . Modeling a system for monitoring an object using artificial neural networks and reinforcement learning. In: 2011 International Joint Conference on Neural Networks (IJCNN 2011 San Jose), 2011, San Jose. The 2011 International Joint Conference on Neural Networks. v. 01. p. 2327-2332.

(doi) PEIXOTO, H. M.; GUERREIRO, A. M. G. ; DORIA NETO, A. D. . Image Processing for Eye Detection and Classification of the Gaze Direction. In: The 2009 International Joint Conference on Neural Networks, 2009, Atlanta. IJCNN 2009 Conference Proceedings, 2009. p. 2475-2480.