Improving mode exploring capability of generative adversarial nets by self-organizing map.
Wei LiYongxing HeYongchuan TangPublished in: Neurocomputing (2024)
Keyphrases
- self organizing maps
- unsupervised learning
- competitive learning
- neural network
- topology preserving
- learning vector quantization
- som neural network
- k means
- input data
- neural gas
- fuzzy classification
- feature maps
- generative model
- growing self organizing map
- data sets
- feature vectors
- pairwise
- reinforcement learning
- probabilistic neural network