Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction.
Ignacio RojasHéctor PomaresJulio OrtegaEduardo Ros VidalAlberto PrietoPublished in: IWANN (1) (1999)
Keyphrases
- rbf network
- learning algorithm
- hidden units
- nonlinear functions
- chaotic time series
- radial basis function
- output layer
- artificial neural networks
- regression model
- back propagation
- rbf neural network
- non stationary
- machine learning
- support vector regression
- machine learning algorithms
- model selection
- linear combination
- neural network model
- neuro fuzzy
- learning tasks
- recurrent neural networks
- support vector
- optimization algorithm
- neural network
- genetic algorithm
- training data
- training algorithm
- support vector machine
- hidden layer
- autoregressive
- reinforcement learning
- fuzzy logic
- multilayer perceptron
- feed forward