ML Anthology

Zoom in: An Introduction to Circuits

Chris Olah, Nick Cammarata, Ludwig Schubert, Gabriel Goh, Michael Petrov, Shan Carter
Distill 2020
doi:10.23915/distill.00024.001 /distill/2020/olah2020distill-zoom/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Proposes three claims as the foundation of the circuits research agenda: that neural networks contain meaningful features, that these features are connected by interpretable circuits, and that similar features and circuits appear across different models (universality).

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Cite

Text

Olah et al. "Zoom in: An Introduction to Circuits." Distill, 2020. doi:10.23915/distill.00024.001

Markdown

[Olah et al. "Zoom in: An Introduction to Circuits." Distill, 2020.](https://mlanthology.org/distill/2020/olah2020distill-zoom/) doi:10.23915/distill.00024.001

BibTeX

@article{olah2020distill-zoom,
  title     = {{Zoom in: An Introduction to Circuits}},
  author    = {Olah, Chris and Cammarata, Nick and Schubert, Ludwig and Goh, Gabriel and Petrov, Michael and Carter, Shan},
  journal   = {Distill},
  year      = {2020},
  doi       = {10.23915/distill.00024.001},
  url       = {https://mlanthology.org/distill/2020/olah2020distill-zoom/}
}