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Stochastic surprisal: An inferential measurement of free energy in neural networks

This paper conjectures and validates a framework that allows for action during inference in supervised neural networks. Supervised neural networks are constructed with the objective to maximize their performance metric in any given task. This is done by reducing free energy and its associated surpri...

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Autori principali: Mohit Prabhushankar, Ghassan AlRegib
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2023-03-01
Serie:Frontiers in Neuroscience
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Accesso online:https://www.frontiersin.org/articles/10.3389/fnins.2023.926418/full
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