Influence of Learning Rates and Neighboring Functions on Self-Organizing Maps.
Pavel StefanovicOlga KurasovaPublished in: WSOM (2011)
Keyphrases
- self organizing maps
- learning rate
- neural network
- learning algorithm
- convergence rate
- competitive learning
- covering numbers
- unsupervised learning
- neural gas
- network anomaly detection
- convergence speed
- feature selection
- k means
- input data
- gaussian kernels
- uniform convergence
- object recognition
- artificial neural networks
- convergence theorem
- vc dimension
- data sets
- image compression
- support vector
- image processing