Artificial Neural Networks by unknow

Author:unknow
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

7.4 Associative Memories

One of the most widespread applications of Hopfield networks are binary associative memories , also called content-addressable memories. The purpose of an associative memory is to recover a pattern, which was previously stored in its structure, from a partial sample (incomplete) or a noisy sample (distorted) of the original pattern (Hopfield 1982). Figure 7.5 illustrates an original version for a particular pattern and two samples with incorrect versions.

Fig. 7.5Versions of incorrect patterns in associative memories . a Original pattern. b Incomplete sample. c Noisy sample

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