A quick assessment of topology preservation for SOM structures.
- Several topology preservation measures and monitoring schemes have been proposed to help ascertain the correct organization of the self-organizing map (SOM) structure. Here, we consider a novel idea that performs faster than previous alternatives while showing interesting behavior in practice. Our proposal aims to facilitate inexpensive, online monitoring of topographic map formation algorithms.
- Publisher copy:
- IEEE transactions on neural networks / a publication of the IEEE Neural Networks Council
- Publication date:
- Source identifiers:
- Local pid:
- Copyright date:
Views and Downloads
If you are the owner of this record, you can report an update to it here: Report update to this record