Unsupervised Learning Neural Networks

The following sections are included:

• Kohonen's Self-Organising Map

  • Kohonen's Training Algorithm

  • Kohonen's Recognition Algorithm

  • A Character Clustering Example

  • Another Simple Example

• Adaptive Resonance Theory

  • ART1 and ART2 Network Characteristics

  • ART1 and ART2 Network Operation

  • The ART Algorithm

  • Theory of the ART1 and ART2 Networks

  • ART Applications

• References