Chaotic bidirectional associative memory

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Abstract

A Chaotic Bidirectional Associative Memory (CBAM) is proposed and simulated. It can deal with one-to-many associations such as {(A, a), (A, b), (A, c), ...}. In the CBAM, in order to enable one-to-many associations, each training pair is memorized together with its own contextual information and chaotic neurons are employed in a part of the network corresponding to the contextual information. Since the chaotic neurons change their states by chaos, the one-to-many associations can be realized in the CBAM.

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Osana, Y., Hattori, M., & Hagiwara, M. (1996). Chaotic bidirectional associative memory. In IEEE International Conference on Neural Networks - Conference Proceedings (Vol. 2, pp. 816–821). IEEE. https://doi.org/10.1541/ieejeiss1987.116.7_741

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