English

A Note on Noisy Reservoir Computation

Machine Learning 2023-02-22 v1 Information Theory math.IT

Abstract

In this note we extend the definition of the Information Processing Capacity (IPC) by Dambre et al [1] to include the effects of stochastic reservoir dynamics. We quantify the degradation of the IPC in the presence of this noise. [1] Dambre et al. Scientific Reports 2, 514, (2012)

Cite

@article{arxiv.2302.10862,
  title  = {A Note on Noisy Reservoir Computation},
  author = {Anthony M. Polloreno and Reuben R. W. Wang and Nikolas A. Tezak},
  journal= {arXiv preprint arXiv:2302.10862},
  year   = {2023}
}
R2 v1 2026-06-28T08:45:51.977Z