ML Anthology

Curve Circuits

Nick Cammarata, Gabriel Goh, Shan Carter, Chelsea Voss, Ludwig Schubert, Chris Olah
Distill 2021
doi:10.23915/distill.00024.006 /distill/2021/cammarata2021distill-curve/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Reverse-engineers the curve detection algorithm learned by InceptionV1 from its network weights, reconstructing it as an interpretable artificial neural network that reveals how the model implements curve detection.

Distill Code Semantic Scholar

Cite

Text

Cammarata et al. "Curve Circuits." Distill, 2021. doi:10.23915/distill.00024.006

Markdown

[Cammarata et al. "Curve Circuits." Distill, 2021.](https://mlanthology.org/distill/2021/cammarata2021distill-curve/) doi:10.23915/distill.00024.006

BibTeX

@article{cammarata2021distill-curve,
  title     = {{Curve Circuits}},
  author    = {Cammarata, Nick and Goh, Gabriel and Carter, Shan and Voss, Chelsea and Schubert, Ludwig and Olah, Chris},
  journal   = {Distill},
  year      = {2021},
  doi       = {10.23915/distill.00024.006},
  url       = {https://mlanthology.org/distill/2021/cammarata2021distill-curve/}
}