TCB Publications - Abstract

Helge Ritter and Klaus Schulten. Kohonen's self-organizing maps: Exploring their computational capabilities. In IEEE International Conference on Neural Networks, San Diego, California, July 24-27, 1988, volume 1, pp. 109-116, New York, 1988. The Institute of Electrical and Electronics Engineers.

RITT88A It is demonstrated that the computational capabilities of Kohonen's self-organizing mapping algorithm can be applied to problems from such diverse fields as sensory mappings, combinatorial optimization and motor control. In addition we present some recent mathematical results characterizing important properties of the algorithm in these situations.

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