A Note on Noisy Reservoir Computation

Autor: Polloreno, Anthony M., Wang, Reuben R. W., Tezak, Nikolas A.
Rok vydání: 2023
Předmět:
Druh dokumentu: Working Paper
Popis: 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)
Databáze: arXiv