Objective functions for training new hidden units in constructive neural networks.
James Tin-Yau KwokDit-Yan YeungPublished in: IEEE Trans. Neural Networks (1997)
Keyphrases
- constructive neural networks
- hidden units
- feed forward neural networks
- rbf network
- objective function
- nonlinear functions
- hidden layer
- multi objective
- activation function
- multi layer
- radial basis function
- neural network
- feed forward
- training algorithm
- optimization problems
- artificial neural networks
- back propagation
- training phase
- training set
- evolutionary algorithm
- training process
- optimization methods
- supervised learning
- linear combination
- rbf neural network
- input space
- adaptive control
- pattern recognition
- training examples