Regularized SOM-training: a solution to the topology-approximation dilemma?
Josef GöppertWolfgang RosenstielPublished in: ICNN (1996)
Keyphrases
- self organizing maps
- closed form
- topology preservation
- topology preserving
- training set
- least squares
- neural network
- error bounds
- linear program
- solution path
- approximation methods
- training process
- integer programming
- cluster analysis
- training samples
- online learning
- optimal solution
- clustering algorithm
- genetic algorithm