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Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models

A large number of neural network models of associative memory have been proposed in the literature. These include the classical Hopfield networks (HNs), sparse distributed memories (SDMs), and more recently the modern continuous Hopfield networks (MCHNs), which possess close links with self-attentio...

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Détails bibliographiques
Publié dans:Proc Mach Learn Res
Auteurs principaux: Millidge, Beren, Salvatori, Tommaso, Song, Yuhang, Lukasiewicz, Thomas, Bogacz, Rafal
Format: Artigo
Langue:Inglês
Publié: 2022
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614148/
https://ncbi.nlm.nih.gov/pubmed/36751405
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