Watanabe, Satoru; Yamana, Hayato Topological measurement of deep neural networks using persistent homology. (English) Zbl 07473194 Ann. Math. Artif. Intell. 90, No. 1, 75-92 (2022). MSC: 68T07 55N31 PDFBibTeX XMLCite \textit{S. Watanabe} and \textit{H. Yamana}, Ann. Math. Artif. Intell. 90, No. 1, 75--92 (2022; Zbl 07473194) Full Text: DOI arXiv
Carlsson, Gunnar; Gabrielsson, Rickard Brüel Topological approaches to deep learning. (English) Zbl 1441.68220 Baas, Nils (ed.) et al., Topological data analysis. Proceedings of the Abel symposium 2018, Geiranger, Norway, June 4–8, 2018. Cham: Springer. Abel Symp. 15, 119-146 (2020). MSC: 68T07 55N31 PDFBibTeX XMLCite \textit{G. Carlsson} and \textit{R. B. Gabrielsson}, Abel Symp. 15, 119--146 (2020; Zbl 1441.68220) Full Text: DOI arXiv