@article{neuralnetworksasuniversalfinitestate1,
  title = {Neural Networks as Universal Finite-State Machines: A Constructive ReLU Simulation Framework for NFAs},
  author = {Sahil Rajesh Dhayalkar},
  year = {2025},
  eprint = {2505.24110},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.24110v1},
}