Professor Teuvo Kohonen has a new self-organizing feature map (SOM) architecture, WEBSOM, that was developed for what he calls “exploratory textual data mining.”

In the largest WEBSOM implemented so far, about seven million documents have been organized in a one-million neuron network.

Kohonen has also written a book about Self-Organizing Maps. (Thanks, John.)