SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series.
Iris A. M. HuijbenArthur A. NijdamSebastiaan OvereemMerel M. van GilstRuud J. G. van SlounPublished in: CoRR (2022)
Keyphrases
- self organizing maps
- unsupervised learning
- competitive learning
- high rate
- neural network
- structured representations
- supervised learning
- input data
- neural gas
- topology preserving
- reinforcement learning
- learning algorithm
- som neural network
- learning process
- model selection
- knowledge base
- false alarms
- machine learning
- database
- low rate