Canonical neural networks perform active inference

This work considers a class of canonical neural networks comprising rate coding models, wherein neural activity and plasticity minimise a common cost function—and plasticity is modulated with a certain delay. We show that such neural networks implicitly perform active inference and learning to minim...

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Detalles Bibliográficos
Autores principales: Isomura, Takuya, Shimazaki, Hideaki, Friston, Karl J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760273/
https://www.ncbi.nlm.nih.gov/pubmed/35031656
http://dx.doi.org/10.1038/s42003-021-02994-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8760273/
https://www.ncbi.nlm.nih.gov/pubmed/35031656
http://dx.doi.org/10.1038/s42003-021-02994-2

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