Suivre
Miguel Angelo de Abreu de Sousa
Miguel Angelo de Abreu de Sousa
Professor of Electronic Engineering at Federal Institute of Education, Science and Technology
Adresse e-mail validée de usp.br
Titre
Citée par
Citée par
Année
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
292018
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
182020
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
172017
Robotic mapping and navigation in unknown environments using adaptive automata
MAA Sousa, AR Hirakawa
Adaptive and Natural Computing Algorithms, 345-348, 2005
162005
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
152017
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
International Conference on Artificial Neural Networks, 117-126, 2018
142018
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
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
52018
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
Adaptive automata for mapping unknown environments by mobile robots
MA Abreu de Sousa, AR Hirakawa, JJ Neto
Ibero-American Conference on Artificial Intelligence, 562-571, 2004
52004
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
42014
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
Modeling of pain on a FPGA-based Neural Network
MAA de Sousa, TF de Jesus Torres
Parameters 1 (1), 4.8133, 2013
22013
Metodologias para desenvolvimento de mapas auto-organizáveis de Kohonen executados em FPGA.
MAA Sousa
Universidade de São Paulo, 2018
12018
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, 1-17, 2021
2021
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
APRENDIZADO NÃO SUPERVISIONADO PARA O MAPEAMENTO DO COMPORTAMENTO TEMPORAL DE SINAIS CEREBRAIS EM EPILEPSIA
GA Machado, LM Oliveira, MAA de Souza, SD dos Santos, R Pires
Tekhne e Logos 12 (1), 116-129, 2021
2021
INFLUÊNCIA DA REDUÇÃO DO NÚMERO DE CANAIS DE EEG NA PREDIÇÃO DE SURTOS EPILÉPTICOS BASEADA EM MÁQUINAS DE VETORES DE SUPORTE
T Kodama, MAA de Sousa, SD Perseghini, R Pires
REGRASP-Revista para Graduandos/IFSP-Câmpus São Paulo 6 (1), 78-91, 2021
2021
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20