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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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Veröffentlicht in:Proc Mach Learn Res
Hauptverfasser: Millidge, Beren, Salvatori, Tommaso, Song, Yuhang, Lukasiewicz, Thomas, Bogacz, Rafal
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2022
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614148/
https://ncbi.nlm.nih.gov/pubmed/36751405
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