Kohonen Feature Map Associative Memory with Refractoriness based on Area Representation

T. Imabayashi and Y. Osana (Japan)

Keywords

Kohonen Feature Map, Associative Memory, Sequen tial Learning, One-to-Many Associations, Analog pattern, Area Representation

Abstract

In this paper, we propose a Kohonen Feature Map Associa tive Memory with Refractoriness based on Area Represen tation. This model is based on the Kohonen Feature Map Associative Memory with Area Representation. The pro posed model can realize one-to-many associations. More over, this model has enough robustness for damaged neu rons when analog patterns are memoriezed. We carried out a series of computer experiments and conīŦrmed the effec tiveness of the proposed model.

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