AW-SOM, an Algorithm for High-Speed Learning in Hardware Self-Organizing Maps.
Gian Carlo CardarilliLuca Di NunzioRocco FazzolariMarco ReSergio SpanòPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2020)
Keyphrases
- self organizing maps
- learning algorithm
- k means
- neural gas
- competitive learning
- input data
- high speed
- real time
- unsupervised learning
- topology preserving
- learning process
- growing neural gas
- hardware implementation
- active learning
- segmentation algorithm
- expectation maximization
- reinforcement learning
- neural network
- segmentation method
- knn
- pairwise