A novel training scheme for multilayered perceptrons to realize proper generalization and incremental learning.
Debrup ChakrabortyNikhil R. PalPublished in: IEEE Trans. Neural Networks (2003)
Keyphrases
- incremental learning
- multi layered
- supervised learning
- batch mode
- incremental learning algorithm
- fuzzy artmap
- training set
- semi supervised
- neural learning
- learning process
- iterative learning
- artificial neural networks
- activation function
- training process
- learning machines
- training algorithm
- hidden layer
- data sets
- learning tasks
- training samples
- online learning
- neural network