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A Note on Noisy Reservoir Computation
Published 21 Feb 2023 in cs.LG, cs.IT, and math.IT | (2302.10862v1)
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)
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