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Wen-Bin Wan

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#artificial intelligence Open access Sep 2026

LoRA-RC: Reservoir Computing with Low-Rank Adaptation

LoRA-RC is proposed, which adapts the recurrent matrix through a low-rank correction driven by streaming prediction errors, and cuts post-drift prediction error by 56% versus a fixed RC and 51% versus readout-only adaptation.

Wen-Bin Wan · IEEE Control Systems Letters · 0 citations