A Note on Noisy Reservoir Computation

02/21/2023

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by   Anthony M. Polloreno, et al.

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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)