Pre-prints

2023

• Fischer K., David D., Helias M. (2023) Optimal signal propagation in ResNets through residual scaling. Submitted to NeurIPS 2023.
  ArXiv: https://arxiv.org/abs/2305.07715
  

2022

• Keup C., Helias M. (2022) Origami in N dimensions: How feed-forward networks manufacture linear separability.
  ArXiv: 10.48550/arXiv.2203.11355
  
  
• Stubenrauch J., Keup C., Kurth AC., Helias M., van Meegen A. (2022) Phase Space Analysis of Chaotic Neural Networks.
  ArXiv: 10.48550/arXiv.2210.07877