Paper ID: 2302.10862

A Note on Noisy Reservoir Computation

Anthony M. Polloreno, Reuben R. W. Wang, Nikolas A. Tezak

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)

Submitted: Feb 21, 2023