Assigning meaning to data: Using sparse distributed memory for multilevel cognitive tasks

It is shown how a single homogeneous SDM memory can be organized to link between low level information and high level correlations. To illustrate this, we report on experiments run in a unified memory retrieval system, that combined pattern recognition of individual English characters followed by th...

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Veröffentlicht in:Neurocomputing (Amsterdam) 1997, Vol.14 (1), p.15-39
Hauptverfasser: Manevitz, Larry M., Zemach, Yigal
Format: Artikel
Sprache:eng
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Zusammenfassung:It is shown how a single homogeneous SDM memory can be organized to link between low level information and high level correlations. To illustrate this, we report on experiments run in a unified memory retrieval system, that combined pattern recognition of individual English characters followed by the assignment of ‘meaning’ to a string by giving it a Hebrew translation. Symmetry allows the reverse action on the same memory (i.e. Hebrew character identification followed by translation of a string to English).
ISSN:0925-2312
1872-8286
DOI:10.1016/0925-2312(95)00130-1