Rare earth ion coupling in core-shell nanoparticles realizes attention-like reservoir computing with native multitimescale dynamics, yielding over fourfold memory capacity increase and low error on chaotic time-series benchmarks using 125 virtual nodes.
Schulte to Brinke T, Dick M, Duarte R, et al
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Rare Earth Ion Coupling Implements Attention-Like Reservoir Computing
Rare earth ion coupling in core-shell nanoparticles realizes attention-like reservoir computing with native multitimescale dynamics, yielding over fourfold memory capacity increase and low error on chaotic time-series benchmarks using 125 virtual nodes.