Miguel Angelo de Abreu de Sousa

According to our database, Miguel Angelo de Abreu de Sousa authored at least 12 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Differentiation between Epileptic and Psychogenic Nonepileptic Seizures in Electroencephalogram Using Wavelets and Support-Vector Machines.

Kauê Reis dos Santos, Miguel Angelo de Abreu de Sousa, Sara Dereste Santos, Ricardo Pires, Sigride Thome-Souza

Appl. Artif. Intell., 2022

2020

<i>SOMprocessor</i>: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing.

Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez

Neural Networks, 2020

2019

Human actions recognition in video scenes from multiple camera viewpoints.

Fernando Itano, Ricardo Pires, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Cogn. Syst. Res., 2019

2018

OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects.

Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez

Neural Comput. Appl., 2018

An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams.

Miguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del-Moral-Hernandez

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm.

Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Balancing Convolutional Neural Networks Pipeline in FPGAs.

Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process.

Lucas Aparecido Silva Kitano, Miguel Angelo de Abreu de Sousa, Sara Dereste Santos, Ricardo Pires, Sigride Thome-Souza, Alexandre Brincalepe Campo

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Comparison of three FPGA architectures for embedded multidimensional categorization through Kohonen's self-organizing maps.

Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

An FPGA distributed implementation model for embedded SOM with on-line learning.

Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2014

Architecture Analysis of an FPGA-Based Hopfield Neural Network.

Miguel Angelo de Abreu de Sousa, Edson Lemos Horta, Sergio Takeo Kofuji, Emilio Del-Moral-Hernandez

Adv. Artif. Neural Syst., 2014

2004

Adaptive Automata for Mapping Unknown Environments by Mobile Robots.

Miguel Angelo de Abreu de Sousa, André Riyuiti Hirakawa, João José Neto

Proceedings of the Advances in Artificial Intelligence, 2004