Adaptive Automata for Mapping Unknown Environments by Mobile Robots. - Miguel Angelo de Abreu de Sousa; André Riyuiti Hirakawa; João José Neto (IBERAMIA, 2004)

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)

An FPGA distributed implementation model for embedded SOM with on-line learning. - Miguel Angelo de Abreu de Sousa; Emilio Del-Moral-Hernandez (IJCNN, 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 (ISCAS, 2017)

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 (ICANN (2), 2018)

Balancing Convolutional Neural Networks Pipeline in FPGAs. - Mark Cappello Ferreira de Sousa; Miguel Angelo de Abreu de Sousa; Emilio Del-Moral-Hernandez (ICANN (1), 2018)

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. - Fernando Itano; Miguel Angelo de Abreu de Sousa; Emilio Del-Moral-Hernandez (IJCNN, 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 (IJCNN, 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)

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)

SOMprocessor: 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)

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)

The shift of Artificial Intelligence research from academia to industry: implications and possible future directions. - Miguel Angelo de Abreu de Sousa (AI Soc., 2025)