Assessment of the Change in the Number of Neurons in Hidden Layers of Neural Networks for Fault Identification in Electrical Systems.
David Targueta da SilvaPedro Henrique Gouvea CoelhoJoaquim Augusto Pinto RodriguesLuiz Biondi NetoPublished in: ICEIS (2) (2010)
Keyphrases
- neural network
- hidden layer
- number of hidden layers
- back propagation
- activation function
- multilayer perceptron
- feed forward
- feedforward neural networks
- neural network model
- feed forward neural networks
- pattern recognition
- fault identification
- artificial neural networks
- number of hidden units
- recurrent neural networks
- neural nets
- small number
- feature selection
- radial basis function
- fault diagnosis
- backpropagation algorithm
- fault detection
- rbf neural network
- artificial intelligence
- learning rules
- decision making
- learning rate
- expert systems
- complex systems
- computer simulation