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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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Detalhes bibliográficos
Publicado no:Comput Intell Neurosci
Main Authors: Recchia, Gabriel, Sahlgren, Magnus, Kanerva, Pentti, Jones, Michael N.
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2015
Assuntos:
Acesso em linha: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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