| 2025 | IJCNN | A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks. | Leonardo Kanashiro Felizardo, Edoardo Fadda, Paolo Brandimarte, Emilio Del-Moral-Hernandez, Mari Cristina Vasconcelos Nascimento |
| 2023 | ICAISC | CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning. | Eder Urbinate, Fernando Itano, Emilio Del-Moral-Hernandez |
| 2022 | IJCNN | Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. | Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez |
| 2018 | ICANN | Balancing Convolutional Neural Networks Pipeline in FPGAs. | Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez |
| 2018 | IJCNN | Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. | Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez |
| 2018 | IJCNN | 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 |
| 2017 | IJCNN | An FPGA distributed implementation model for embedded SOM with on-line learning. | Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez |
| 2017 | ISCAS | 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 |
| 2013 | IJCNN | Fine-tuning of the SOMkNN classifier. | Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez |
| 2012 | ICANN | SOMM - Self-Organized Manifold Mapping. | Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva |
| 2011 | IJCNN | A SOM combined with KNN for classification task. | Leandro Augusto da Silva, Emilio Del-Moral-Hernandez |
| 2010 | IJCNN | SVM - Neighbor based candidate working set selection applied on text-categorization. | Eduardo Akira Kinto, Emilio Del-Moral-Hernandez |
| 2009 | IJCNN | Context dependent pattern recognition - A framework for hybrid architectures bridging chaotic neural networks based on Recursive Processing Elements and symbolic information. | Emilio Del-Moral-Hernandez, Humberto Sandmann, Gleison Araujo |
| 2005 | IJCNN | Non-homogenous structures in neural networks with chaotic recursive nodes: dealing with diverse multi-assemblies architectures, connectivity and arbitrary bifurcating nodes. | Emilio Del-Moral-Hernandez |