Self-organizing maps: stationary states, metastability and convergence rate.

E. Erwin Klaus Obermayer Klaus Schulten

Published in: Biol. Cybern. (1992)

Keyphrases

self organizing maps
convergence rate
learning rate
step size
convergence speed
neural network

unsupervised learning
competitive learning
k means
faster convergence rate
gradient method
non stationary

input data
numerical stability
neural gas
machine learning
data sets
som neural network

model selection
image data
image processing
decision trees
network anomaly detection