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.
Jaurigue, Chaotic attractor reconstruction using small reservoirs—the influence of topology, Machine Learning: Science and Technology5, 035058 (2024)
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Vestibular reservoir computing
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.