Artigos Recentes


Previsão de Epilepsia

Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process, International Conference on Artificial Neural Networks, 2018.

  


Desenvolvimento de Hardware para Redes Neurais Artificais

Balancing Convolutional Neural Networks Pipeline in FPGAs, International Conference on Artificial Neural Networks, 2018.

An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams, International Joint Conference on Neural Networks (IJCNN), 2018.

Comparison of Three FPGA Architectures for Embedded Multidimensional Categorization Through Kohonen’s Self-Organizing Maps, International Symposium on Circuits and Systems (ISCAS), 2017.

An FPGA Distributed Implementation Model for Embedded SOM with On-Line Learning, International Joint Conference on Neural Networks (IJCNN), 2017.

Metodologias para desenvolvimento de mapas auto-organizáveis de Kohonen executados em FPGA, Tese de Doutorado, USP, 2018.

  


Aplicação de Modelos de Inteligência Computacional

Human actions recognition in video scenes from multiple camera viewpoints, Cognitive Systems Research, 2019.

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm, International Joint Conference on Neural Networks (IJCNN), 2018.

 

 

Artigos Anteriores


Desenvolvimento de Hardware para Redes Neurais Artificais