A single augmented reservoir computer infers bifurcation diagrams for two distinct chaotic systems from partial time series observations.
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A vestibular-inspired uncoupled reservoir topology achieves memory capacity and predictive performance equivalent to fully coupled reservoirs for linear systems under derived conditions, with approximate extension to nonlinear cases.
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Inferring bifurcation diagrams of two distinct chaotic systems by a single machine
A single augmented reservoir computer infers bifurcation diagrams for two distinct chaotic systems from partial time series observations.