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Model Reduction Through Progressive Latent Space Pruning in Deep Active Inference

Although still not fully understood, sleep is known to play an important role in learning and in pruning synaptic connections. From the active inference perspective, this can be cast as learning parameters of a generative model and Bayesian model reduction, respectively. In this article, we show how...

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Detalles Bibliográficos
Autores principales: Wauthier, Samuel T., De Boom, Cedric, Çatal, Ozan, Verbelen, Tim, Dhoedt, Bart
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8961807/
https://www.ncbi.nlm.nih.gov/pubmed/35360827
http://dx.doi.org/10.3389/fnbot.2022.795846