Enhancing the generalization ability of neural networks through controlling the hidden layers.
Weishui WanShingo MabuKaoru ShimadaKotaro HirasawaJinglu HuPublished in: Appl. Soft Comput. (2009)
Keyphrases
- generalization ability
- hidden layer
- neural network
- back propagation
- hidden neurons
- bp neural network
- activation function
- feed forward
- feedforward neural networks
- feed forward neural networks
- multilayer perceptron
- learning algorithm
- recurrent neural networks
- artificial neural networks
- rbf neural network
- radial basis function
- support vector machine svm
- support vector
- number of hidden layers
- backpropagation algorithm
- neural network model
- neural nets
- support vector machine
- learning rate
- training algorithm
- fuzzy neural network
- ensemble methods
- fuzzy logic
- rbf network
- multi layer
- computer vision
- fault diagnosis
- latent variables
- output layer
- pattern recognition
- number of hidden units
- network architecture