Similarity interaction in information-theoretic self-organizing maps.
Ryotaro KamimuraPublished in: Int. J. Gen. Syst. (2013)
Keyphrases
- information theoretic
- self organizing maps
- competitive learning
- mutual information
- information theory
- theoretic framework
- similarity measure
- jensen shannon divergence
- neural network
- information bottleneck
- unsupervised learning
- input data
- neural gas
- log likelihood
- entropy measure
- som neural network
- information theoretic measures
- distance measure
- network anomaly detection
- distance function
- kullback leibler divergence
- image registration
- k means
- pairwise
- feature extraction
- minimum description length
- relative entropy
- data sets
- supervised learning
- computer vision
- maximum likelihood
- image analysis
- euclidean distance