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Parametric matrix models

Abstract We present a general class of machine learning algorithms called parametric matrix models. In contrast with most existing machine learning models that imitate the biology of neurons, parametric matrix models use matrix equations that emulate physical systems. Similar to how physics problems...

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Autors principals: Patrick Cook, Danny Jammooa, Morten Hjorth-Jensen, Daniel D. Lee, Dean Lee
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2025-07-01
Col·lecció:Nature Communications
Accés en línia:https://doi.org/10.1038/s41467-025-61362-4
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