A Self-organizing Associative Memory System for Control Applications

Part of Advances in Neural Information Processing Systems 2 (NIPS 1989)

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Michael Hormel


The CHAC storage scheme has been used as a basis for a software implementation of an associative .emory system AHS, which itself is a major part of the learning control loop LERNAS. A major this CHAC-concept is that the disadvantage of degree of local generalization (area of interpo(cid:173) lation) is fixed. This paper deals with an algo(cid:173) rithm for self-organizing variable generaliza(cid:173) tion for the AKS, based on ideas of T. Kohonen.