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 |