Survey
Y. Zhang, P. Tino, A. Leonardis, K. Tang, “A Survey on Neural Network Interpretability”, IEEE Transactions on Emerging Topics in Computational Intelligence, 2021.
Mathematical Interpretation
R. Vidal, J. Bruna, R. Giryes, S. Soatto, “Mathematics of Deep Learning”, Preprint, 2017.
Geometric Interpretation
N. Lei, D. An, Y. Guo, K. Su, S. Liu, Z. Luo, S. Yau, X. Gu, “A Geometric Understanding of Deep Learning”, Engineering, Volume 6, pages 361-374, 2020.