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.
Parlitz, Learning from the past: reservoir comput- ing using delayed variables, Frontiers in Applied Math- ematics and Statistics10, 10.3389/fams.2024.1221051 (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.