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ORCIDMiguel Angelo de Abreu de Sousa
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2020 – today
- 2022
[j5]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)- 2020
- [j4]Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez:
SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing. Neural Networks 125: 349-362 (2020)
2010 – 2019
- 2019
- [j3]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: 223-232 (2019) - 2018
- [j2]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): 3759-3771 (2018) - [c7]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: 117-126 - [c6]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: 166-175 - [c5]Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez:
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. IJCNN 2018: 1-8 - [c4]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: 1-8 - 2017
- [c3]Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez:
An FPGA distributed implementation model for embedded SOM with on-line learning. IJCNN 2017: 3930-3937 - [c2]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: 1-4 - 2014
- [j1]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: 602325:1-602325:10 (2014)
2000 – 2009
- 2004
- [c1]Miguel Angelo de Abreu de Sousa, André Riyuiti Hirakawa, João José Neto:
Adaptive Automata for Mapping Unknown Environments by Mobile Robots. IBERAMIA 2004: 562-571
Coauthor Index
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