| An extended echo state network using Volterra filtering and principal component analysis L Boccato, A Lopes, R Attux, FJ Von Zuben Neural Networks 32, 292-302, 2012 | 68 | 2012 |
| Unorganized machines for seasonal streamflow series forecasting H Siqueira, L Boccato, R Attux, C Lyra International journal of neural systems 24 (03), 1430009, 2014 | 53 | 2014 |
| Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants H Siqueira, L Boccato, I Luna, R Attux, C Lyra Applied Soft Computing 68, 494-506, 2018 | 47 | 2018 |
| Application of natural computing algorithms to maximum likelihood estimation of direction of arrival L Boccato, R Krummenauer, R Attux, A Lopes Signal Processing 92 (5), 1338-1352, 2012 | 40 | 2012 |
| Automatic feature selection for BCI: an analysis using the davies-bouldin index and extreme learning machines GP Coelho, CC Barbante, L Boccato, RRF Attux, JR Oliveira, ... The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012 | 39 | 2012 |
| An echo state network architecture based on Volterra filtering and PCA with application to the channel equalization problem L Boccato, A Lopes, R Attux, FJ Von Zuben The 2011 international joint conference on neural networks, 580-587, 2011 | 37 | 2011 |
| Improving image classification with frequency domain layers for feature extraction JA Stuchi, MA Angeloni, RF Pereira, L Boccato, G Folego, PVS Prado, ... 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 32 | 2017 |
| Echo state networks and extreme learning machines: A comparative study on seasonal streamflow series prediction H Siqueira, L Boccato, R Attux, C Lyra Neural Information Processing: 19th International Conference, ICONIP 2012 …, 2012 | 31 | 2012 |
| Echo state networks for seasonal streamflow series forecasting H Siqueira, L Boccato, R Attux, CL Filho Intelligent Data Engineering and Automated Learning-IDEAL 2012: 13th …, 2012 | 27 | 2012 |
| Self-organization and lateral interaction in echo state network reservoirs L Boccato, R Attux, FJ Von Zuben Neurocomputing 138, 297-309, 2014 | 25 | 2014 |
| Echo state networks in seasonal streamflow series prediction HV Siqueira, L Boccato, R Attux, C Lyra Filho Learning and Nonlinear Models 10 (3), 181-191, 2012 | 21 | 2012 |
| A correntropy-based classifier for motor imagery brain-computer interfaces LFS Uribe, CA Stefano Filho, VA de Oliveira, TB da Silva Costa, ... Biomedical Physics & Engineering Express 5 (6), 065026, 2019 | 19 | 2019 |
| Unorganized machines: from Turing’s ideas to modern connectionist approaches L Boccato, ES Soares, MMLP Fernandes, DC Soriano, R Attux Natural Computing for Simulation and Knowledge Discovery, 221-236, 2014 | 18 | 2014 |
| Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction H Siqueira, JT Belotti, L Boccato, I Luna, R Attux, C Lyra International Transactions in Operational Research 30 (2), 742-773, 2023 | 16 | 2023 |
| Frequency learning for image classification JA Stuchi, L Boccato, R Attux arXiv preprint arXiv:2006.15476, 2020 | 16 | 2020 |
| Multivariate PDF matching via kernel density estimation DG Fantinato, L Boccato, R Attux, A Neves 2014 IEEE Symposium on Computational Intelligence for Multimedia, Signal and …, 2014 | 10 | 2014 |
| Performance analysis of nonlinear echo state network readouts in signal processing tasks L Boccato, DC Soriano, R Attux, FJ Von Zuben The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 9 | 2012 |
| Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response SN Carvalho, GV Vargas, TB da Silva Costa, HM de Arruda Leite, ... Medical & Biological Engineering & Computing 59 (5), 1133-1150, 2021 | 8 | 2021 |
| Novas propostas e aplicações de redes neurais com estados de eco L Boccato Tese de doutorado, Faculdade de Engenharia Elétrica e de Computação …, 2013 | 7 | 2013 |
| A frequency-domain approach with learnable filters for image classification JA Stuchi, NG Canto, RR de Faissol Attux, L Boccato Applied Soft Computing 155, 111443, 2024 | 4 | 2024 |
