TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization.
Derek BeatonIren ValovaDaniel MacLeanPublished in: Neurocomputing (2011)
Keyphrases
- self organizing maps
- unsupervised learning
- turing machine
- machine intelligence
- competitive learning
- neural network
- neural gas
- som neural network
- k means
- input data
- point cloud
- surface reconstruction
- growing neural gas
- topology preserving
- high dimensional input data
- network anomaly detection
- sample points
- clustering method
- supervised learning
- probabilistic model
- clustering algorithm
- feature selection
- learning algorithm