Pre-prints

2025

• Golosio B., Tiddia G., Villamar J., Pontisso L., Sergi L., Simula F., Babu P., Pastorelli E., Morrison A., Diesmann M., Lonardo A., Paolucci P. S., Senk J. (2025) Scalable Construction of Spiking Neural Networks using up to thousands of GPUs.
  arXiv: 10.48550/ARXIV.2512.09502
  
  
• Quercia A., Cao Z., Bangun A., Paul RD., Morrison A., Assent I., Scharr H. (2025) 1LoRA: Summation Compression for Very Low-Rank Adaptation.
  arXiv: 10.48550/ARXIV.2503.08333
  
  
• Quercia A., Yildiz E., Cao Z., Krajsek K., Morrison A., Assent I., Scharr H. (2025) Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks.
  arXiv: 10.48550/ARXIV.2501.12824
  
  
• Rathore O., Paul R., Morrison A., Scharr H., Pfaehler E. (2025) Efficient Epistemic Uncertainty Estimation in Cerebrovascular Segmentation.
  arXiv: 10.48550/arxiv.2503.22271
  
  

2022

• Korcsak-Gorzo A., Linssen C., Albers J., Dasbach S., Duarte R., Kunkel S., Morrison A., Senk J., Stapmanns J., Tetzlaff T., Diesmann M., van Albada SJ. (2022) Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density.
  arXiv: 10.48550/arXiv.2212.05354