Adaptive Resonance Theory (ART)

The number of nodes at the output layer is variable. Hence the number of clusters formed is flexible and depends on the input data.

Kohonen Self-Organizing Maps (SOM)

While in simple competitive networks only the winner learns, in SOM's learning occurs at nodes that are in a neighborhood of the winner.

Back to the usages of neural networks.

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