Miguel Angelo de Abreu de Sousa

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 10

Top Topics

Epileptic Seizures

Hopfield Neural Network

Unsupervised Learning

Top Venues

Adv. Artif. Neural Syst.

Publications

Kauê Reis dos Santos, Miguel Angelo de Abreu de Sousa, Sara Dereste Santos, Ricardo Pires, Sigride Thome-Souza
Differentiation between Epileptic and Psychogenic Nonepileptic Seizures in Electroencephalogram Using Wavelets and Support-Vector Machines. Appl. Artif. Intell. 36 (1) (2022)
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez
: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing. Neural Networks 125 (2020)
Fernando Itano, Ricardo Pires, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Human actions recognition in video scenes from multiple camera viewpoints. Cogn. Syst. Res. 56 (2019)
Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Balancing Convolutional Neural Networks Pipeline in FPGAs. ICANN (1) (2018)
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez
OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects. Neural Comput. Appl. 30 (12) (2018)
Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. IJCNN (2018)
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del-Moral-Hernandez
An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams. IJCNN (2018)
Lucas Aparecido Silva Kitano, Miguel Angelo de Abreu de Sousa, Sara Dereste Santos, Ricardo Pires, Sigride Thome-Souza, Alexandre Brincalepe Campo
Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process. ICANN (2) (2018)
Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
An FPGA distributed implementation model for embedded SOM with on-line learning. IJCNN (2017)
Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Comparison of three FPGA architectures for embedded multidimensional categorization through Kohonen's self-organizing maps. ISCAS (2017)
Miguel Angelo de Abreu de Sousa, Edson Lemos Horta, Sergio Takeo Kofuji, Emilio Del-Moral-Hernandez
Architecture Analysis of an FPGA-Based Hopfield Neural Network. Adv. Artif. Neural Syst. 2014 (2014)
Miguel Angelo de Abreu de Sousa, André Riyuiti Hirakawa, João José Neto
Adaptive Automata for Mapping Unknown Environments by Mobile Robots. IBERAMIA (2004)