Method of storing associative information and a device therefor

Details Method of storing associative information and a device therefor Method of storing associative information and a device therefor

1994-10-17

1996-12-17

MacDonald, Allen R.

395 24, G06F 1518

Patent

active

055862225

ABSTRACT:
An input pattern or two-dimensional pattern is associated and stored with use of associative matrices having the same size as that of an input pattern without converting it into one-dimensional pattern, wherein the associative matrices are generated from the input pattern so as to maximize the Hamming distance between state invariants which correspond to each different storage pattern, and thereby a power of categorization that corresponds to each storage pattern can be enhanced, thus increasing the storage capability and robustness.

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J. J. Hopfield, "Neural Networks and Physical Systems with Emergent Collective Computational Abilities", Proceedings of the National Academy Sciences, 1982, pp. 461-464.

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