Morphological perceptrons with competitive learning: Lattice-theoretical framework and constructive learning algorithm.
Peter SussnerEstevão Laureano EsmiPublished in: Inf. Sci. (2011)
Keyphrases
- theoretical framework
- competitive learning
- learning algorithm
- nearest neighbour algorithm
- neural network
- learning tasks
- self organizing maps
- information theoretic
- learning rate
- neural network ensemble
- data clustering
- theoretical foundation
- active learning
- unsupervised learning
- image processing
- training data
- hidden layer
- multiscale
- machine learning
- back propagation
- learning scheme
- feature maps
- reinforcement learning
- learning process
- training samples
- mutual information
- generalization error
- image data
- image analysis
- theoretical frameworks