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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...
Autores principales: | Isomura, Takuya, Shimazaki, Hideaki, Friston, Karl J. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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