A Statistical Approach to Determine the Neighborhood Function and Learning Rate in Self-Organizing Maps.
Emin GermenSemih BilgenPublished in: ICONIP (1) (1997)
Keyphrases
- self organizing maps
- learning rate
- error function
- convergence rate
- neural network
- learning algorithm
- competitive learning
- weight vector
- hidden layer
- rapid convergence
- input data
- convergence speed
- multilayer neural networks
- adaptive learning rate
- activation function
- unsupervised learning
- neural gas
- k means
- network anomaly detection
- som neural network
- data mining
- probabilistic model
- high dimensional
- pairwise