Summary

• Prime example of unsupervised learning

• Two phases:

  • winner node is determined
  • weights are updated of the winner only

• Very good at discovering structure:

  • discovering categories
  • mapping the input onto a topographic map

• Competitive learning important paradigm in connectionism