@article{minimaldeterministicechostatenetworks, title = {Minimal Deterministic Echo State Networks Outperform Random Reservoirs in Learning Chaotic Dynamics}, author = {Francesco Martinuzzi}, year = {2025}, eprint = {2507.06050}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.06050v1}, }