Active Inference · Paper · 2022

Canonical neural networks perform active inference

Takuya Isomura, Daniel Friedman

Zenodo

Catalog Row140
Citation KeyFriedman2022CanonicalNeuralNetworksPerform140
Paper FolderAvailable
DOI10.5281/zenodo.7400525
Platform availability

Overview

Extracted from the local paper documentation when available.

Transcript of a three-session series of discussions of the paper "Canonical neural networks perform active inference" by Takuya Isomura, Hideaki Shimazaki & Karl J. Friston. https://www.nature.com/articles/s42003-021-02994-2 LS 051.0: Background and context. https://www.youtube.com/watch?v=ZASG-rtkXDk LS 051.1: First participatory group discussion. https://www.youtube.com/watch?v=IM NlUzyq8M LS...

CanonicalNeuralNetworks

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • Transcript of a three-session series of discussions of the paper "Canonical neural networks perform active inference" by Takuya Isomura, Hideaki Shimazaki & Karl J.
  • Friston. https://www.nature.com/articles/s42003-021-02994-2 LS 051.0: Background and context.
Methods / Techniques
  • Free energy minimization
  • Bayesian modeling and inference

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2022. Canonical neural networks perform active inference. Zenodo. DOI: 10.5281/zenodo.7400525. URL: https://doi.org/10.5281/zenodo.7400525.

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