Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering.
Florent ForestMustapha LebbahHanene AzzagJérôme LacaillePublished in: Neural Comput. Appl. (2021)
Keyphrases
- self organizing maps
- topology preserving
- unsupervised learning
- competitive learning
- topology preservation
- learning algorithm
- neural gas
- k means
- learning process
- input data
- neural network
- level set method
- supervised learning
- delaunay triangulation
- data sets
- feature maps
- active contours
- multiresolution
- reinforcement learning
- multiscale
- image processing
- som neural network