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Miguel Angelo de Abreu de Sousa
Miguel Angelo de Abreu de Sousa
Professor of Electronic Engineering at Federal Institute of Sao Paulo, Brazil
Verified email at ifsp.edu.br
Title
Cited by
Cited by
Year
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm
F Itano, MAA de Sousa, E Del-Moral-Hernandez
2018 International joint conference on neural networks (IJCNN), 1-8, 2018
692018
Epileptic seizure prediction from EEG signals using unsupervised learning and a polling-based decision process
LAS Kitano, MAA Sousa, SD Santos, R Pires, S Thome-Souza, AB Campo
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
302018
SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing
MAA de Sousa, R Pires, E Del-Moral-Hernandez
Neural Networks 125, 349-362, 2020
272020
An FPGA Distributed Implementation Model for Embedded SOM with On-Line Learning
MAA de Sousa, E Del-Moral-Hernandez
International Joint Conference on Neural Networks (IJCNN 2017), 3930-3937, 2017
202017
Comparison of Three FPGA Architectures for Embedded Multidimensional Categorization Through Kohonen’s Self-Organizing Maps
MAA de Sousa, E Del-Moral-Hernandez
IEEE International Symposium on Circuits and Systems (ISCAS 2017), 2042 - 2045, 2017
182017
Robotic mapping and navigation in unknown environments using adaptive automata
MAA de Sousa, AR Hirakawa
Adaptive and Natural Computing Algorithms: Proceedings of the International …, 2005
162005
An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams
MAA de Sousa, R Pires, SDS Perseghini, E Del-Moral-Hernandez
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
92018
Adaptive Automata for Mobile Robotic Mapping
MAA Souza, AR Hirakawa, JJ Neto
Proceedings of VIII Brazilian Symposium on Neural Networks-SBRN 4, 2004
72004
Human actions recognition in video scenes from multiple camera viewpoints
F Itano, R Pires, MAA de Sousa, E Del-Moral-Hernandez
Cognitive Systems Research 56, 223-232, 2019
62019
OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects
MAA de Sousa, R Pires, E Del-Moral-Hernandez
Neural Computing and Applications 30 (12), 3759-3771, 2018
52018
Architecture analysis of an FPGA-based Hopfield neural network
MAA Sousa, EL Horta, ST Kofuji, E Del-Moral-Hernandez
Advances in Artificial Neural Systems 2014, 15, 2014
52014
Adaptive automata for mapping unknown environments by mobile robots
MA de Abreu de Sousa, AR Hirakawa, JJ Neto
Advances in Artificial Intelligence–IBERAMIA 2004: 9th Ibero-American …, 2004
52004
Differentiation between epileptic and psychogenic nonepileptic seizures in electroencephalogram using wavelets and support-vector machines
KR dos Santos, MA de Abreu de Sousa, SD dos Santos, R Pires, ...
Applied Artificial Intelligence 36 (1), 2008612, 2022
42022
Mapeamento de ambientes desconhecidos por robôs móveis utilizando autômatos adaptativos
MÂA SOUSA
Dissertação de Mestrado, Escola Politécnica da Universidade de São Paulo, 2006
42006
Implementação direta de uma rede neural artificial em Hardware e sua aplicabilidade no reconhecimento de padrões para separação de frutas
MAS SOUSA, TF JESUS
Sinergia 12 (1), 50-58, 2012
32012
Metodologias para desenvolvimento de mapas auto-organizáveis de Kohonen executados em FPGA.
MAA Sousa
Universidade de São Paulo, 2018
22018
Modeling of pain on a FPGA-based Neural Network
MAA de Sousa, TF de Jesus Torres
Parameters 1 (1), 4.8133, 0
1
The shift of Artificial Intelligence research from academia to industry: implications and possible future directions
MAA de Sousa
AI & SOCIETY, 1-10, 2024
2024
IDENTIFICAÇÃO DE IMAGENS DE RAIO-X COM REDES NEURAIS CONVOLUCIONAIS PARA DETECÇÃO DE PNEUMONIA CAUSADA POR COVID-19
D Sobral, T Flores, MAA de Sousa
REGRASP-Revista para Graduandos/IFSP-Câmpus São Paulo 8 (1), 71-86, 2023
2023
Previsão de surtos epiléticos utilizando redes neurais convolucionais para regressão a partir de sinais de um único canal de eletroencefalograma
D dos Santos Souza
12º CONGRESSO DE INOVAÇÃO, CIÊNCIA E TECNOLOGIA DO IFSP, 2021
2021
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