Growing Cell Structures { a Self-organizing Network for Unsupervised and Supervised Learning

  • Bernd Fritzkey
  • Published 1993
We present a new self-organizing neural network model having two variants. The rst variant performs unsupervised learning and can be used for data visualization, clustering, and vector quantization. The main advantage over existing approaches, e.g., the Kohonen feature map, is the ability of the model to automatically nd a suitable network structure and… CONTINUE READING