Experimental Observations of the Topology of Convolutional Neural Network Activations

Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang 0001, Youjia Zhou. Experimental Observations of the Topology of Convolutional Neural Network Activations. In Brian Williams 0001, Yiling Chen 0001, Jennifer Neville, editors, Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023. pages 9470-9479, AAAI Press, 2023. [doi]

@inproceedings{PurvineBJJPRS0Z23,
  title = {Experimental Observations of the Topology of Convolutional Neural Network Activations},
  author = {Emilie Purvine and Davis Brown and Brett A. Jefferson and Cliff A. Joslyn and Brenda Praggastis and Archit Rathore and Madelyn Shapiro and Bei Wang 0001 and Youjia Zhou},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26134},
  researchr = {https://researchr.org/publication/PurvineBJJPRS0Z23},
  cites = {0},
  citedby = {0},
  pages = {9470-9479},
  booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023},
  editor = {Brian Williams 0001 and Yiling Chen 0001 and Jennifer Neville},
  publisher = {AAAI Press},
  isbn = {978-1-57735-880-0},
}