Self-Organizing Map

**Semantic type:** Intellectual Product

**Definition:** A data visualization technique which reduces the dimensions of data through the use of self-organizing neural networks. SOMs scale well to large data sets, can identify local clusters in the data and organize them globally, and proceed in an unsupervised fashion.

**Synonyms:** - SOM