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Proceedings Paper

Novel model of linear associative memory
Author(s): Ke Chen
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Paper Abstract

A novel model of associative memory with biorthogonal properties, which can be viewed as an improved version of T. Kohonen's linear model of associative memory, is presented in this paper. An iterative algorithm is developed, which makes our model directly employed without any limit condition. Several characteristics of our model which are very similar to biological phenomena are also discussed. It is shown that the optimal value of an associative memory can always be obtained in our model. Some concluding remarks with respect to this model also are given.

Paper Details

Date Published: 1 July 1992
PDF: 8 pages
Proc. SPIE 1710, Science of Artificial Neural Networks, (1 July 1992); doi: 10.1117/12.140149
Show Author Affiliations
Ke Chen, Tsinghua Univ. (China)


Published in SPIE Proceedings Vol. 1710:
Science of Artificial Neural Networks
Dennis W. Ruck, Editor(s)

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