ML Anthology

Visualizing Weights

Chelsea Voss, Nick Cammarata, Gabriel Goh, Michael Petrov, Ludwig Schubert, Ben Egan, Swee Kiat Lim, Chris Olah
Distill 2021
doi:10.23915/distill.00024.007 /distill/2021/voss2021distill-visualizing/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Presents techniques for visualizing and contextualizing individual neural network weights, drawing an analogy between understanding network weights and reverse-engineering compiled binary programs.

Distill Code Semantic Scholar

Cite

Text

Voss et al. "Visualizing Weights." Distill, 2021. doi:10.23915/distill.00024.007

Markdown

[Voss et al. "Visualizing Weights." Distill, 2021.](https://mlanthology.org/distill/2021/voss2021distill-visualizing/) doi:10.23915/distill.00024.007

BibTeX

@article{voss2021distill-visualizing,
  title     = {{Visualizing Weights}},
  author    = {Voss, Chelsea and Cammarata, Nick and Goh, Gabriel and Petrov, Michael and Schubert, Ludwig and Egan, Ben and Lim, Swee Kiat and Olah, Chris},
  journal   = {Distill},
  year      = {2021},
  doi       = {10.23915/distill.00024.007},
  url       = {https://mlanthology.org/distill/2021/voss2021distill-visualizing/}
}