Self Organising Maps (Kohonen)

(8th-February-2021)

• The Self Organising Map or Kohonen network uses unsupervised learning.

• Kohonen networks have a single layer of units and, during training, clusters of units become associated with different classes (with statistically similar properties) that are present in the training data. The Kohonen network is useful in clustering applications.