A linear optical reservoir with photodetector nonlinearity improves task performance and attractor reconstruction by using transient coupling and delayed feedback to access multi-step integration schemes that compensate for missing higher-order terms, at the cost of more virtual nodes.
Square waves and Bykov T-points in a delay algebraic model for the Kerr– Gires–Tournois interferometer.Chaos, 33(11), 2023
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Understanding Task Performance of Time-Multiplexed Optical Reservoir Computing via Polynomial Expansion
A linear optical reservoir with photodetector nonlinearity improves task performance and attractor reconstruction by using transient coupling and delayed feedback to access multi-step integration schemes that compensate for missing higher-order terms, at the cost of more virtual nodes.