Network-Optimised Spiking (NOS)

NOS is a compact two-state spiking model for event-driven networking. The state v represents normalised queue occupancy and u captures recovery or resource. This page links to the interactive demos and the experiment code.

Paper: arXiv:2509.23516 (doi: 10.48550/arXiv.2509.23516)

Demos

NOS spiking network demo
NOS topology–margin demo
Event coupling vs coupling-through-nonlinearity

Code

GitHub repository
Notebooks
Modules (src/)

Note: the notebooks import NOS modules from src/. See the repository README section “Running notebooks” for setup.

How to cite

@article{bilal2025nos,
  title   = {Network-Optimised Spiking Neural Network for Event-Driven Networking},
  author  = {Bilal, Muhammad},
  journal = {arXiv preprint arXiv:2509.23516},
  year    = {2025},
  doi     = {10.48550/arXiv.2509.23516},
  url     = {https://arxiv.org/abs/2509.23516}
}