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.
Experimental demonstration of reservoir computing on a silicon photonics chip.Nature communications, 5(1):3541, 2014
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
nlin.CD 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.