| 2007 |
| 14 | EE | A. Nied,
S. I. Seleme Jr.,
Gustavo Guimarães Parma,
Benjamin Rodrigues de Menezes:
On-line neural training algorithm with sliding mode control and adaptive learning rate.
Neurocomputing 70(16-18): 2687-2691 (2007) |
| 13 | EE | Marcelo Azevedo Costa,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes:
Improving generalization of MLPs with sliding mode control and the Levenberg-Marquardt algorithm.
Neurocomputing 70(7-9): 1342-1347 (2007) |
| 2003 |
| 12 | EE | Marcelo Azevedo Costa,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes,
Roselito de Albuquerque Teixeira,
Gustavo Guimarães Parma:
Training neural networks with a multi-objective sliding mode control algorithm.
Neurocomputing 51: 467-473 (2003) |
| 2002 |
| 11 | EE | Marcelo Azevedo Costa,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes,
Gustavo Guimarães Parma,
Roselito de Albuquerque Teixeira:
Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm.
SBRN 2002: 38-43 |
| 10 | EE | Marcelo Azevedo Costa,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes:
Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm.
SBRN 2002: 44-48 |
| 9 | EE | Marcelo Azevedo Costa,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes:
Constructive and Pruning Methods for Neural Network Design.
SBRN 2002: 49-54 |
| 8 | EE | Régis P. Landim,
Francisco A. S. Neves,
Selênio R. Silva,
Walmir M. Caminhas,
Benjamin Rodrigues de Menezes:
Online Neofuzzy Neuron Flux Observer for Induction Motor Drives.
JACIII 6(2): 84-92 (2002) |
| 7 | EE | Marcelo Azevedo Costa,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes:
Improving neural networks generalization with new constructive and pruning methods.
Journal of Intelligent and Fuzzy Systems 13(2-4): 75-83 (2002) |
| 2000 |
| 6 | EE | Régis P. Landim,
Benjamin Rodrigues de Menezes,
Selênio R. Silva,
Walmir M. Caminhas:
On-Line Neo-Fuzzy-Neuron State Observer.
SBRN 2000: 196-201 |
| 5 | | Roselito de Albuquerque Teixeira,
Antônio de Pádua Braga,
Benjamin Rodrigues de Menezes:
Control of a Robotic Manipulator Using Artificial Neural Networks with On-line Adaptation.
Neural Processing Letters 12(1): 19-31 (2000) |
| 1999 |
| 4 | EE | Gustavo Guimarães Parma,
Benjamin Rodrigues de Menezes,
Antônio de Pádua Braga:
Neural Networks Learning with Sliding Mode Control: The Sliding Mode Backpropagation Algorithm.
Int. J. Neural Syst. 9(3): 187-193 (1999) |
| 3 | EE | Régis P. Landim,
Benjamin Rodrigues de Menezes,
Selênio R. Silva,
Walmir M. Caminhas:
Nonlinear System Identification Using a Neo Fuzzy Neuron Algorithm: Electrical Drive Application.
Int. J. Neural Syst. 9(3): 211-217 (1999) |
| 1998 |
| 2 | EE | Régis P. Landim,
Benjamin Rodrigues de Menezes,
Selênio R. Silva,
Walmir M. Caminhas:
A Neo-Fuzzy-Neuron with Real-Time Training Applied to Flux Observer for an Induction Moto.
SBRN 1998: 67-72 |
| 1 | EE | Gustavo Guimarães Parma,
Benjamin Rodrigues de Menezes,
Antônio de Pádua Braga:
Improving Backpropagation with Sliding Mode Control.
SBRN 1998: 8-13 |