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Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation

Circular convolution and random permutation have each been proposed as neurally plausible binding operators capable of encoding sequential information in semantic memory. We perform several controlled comparisons of circular convolution and random permutation as means of encoding paired associates a...

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Détails bibliographiques
Publié dans:Comput Intell Neurosci
Auteurs principaux: Recchia, Gabriel, Sahlgren, Magnus, Kanerva, Pentti, Jones, Michael N.
Format: Artigo
Langue:Inglês
Publié: Hindawi Publishing Corporation 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4405220/
https://ncbi.nlm.nih.gov/pubmed/25954306
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/986574
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