46 citations · 161 across the 21 of their papers we have counts for
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physics.comp-ph2023
Reducing hyperparameter dependence by external timescale tailoring
Lina C. Jaurigue, Kathy Lüdge
Task specific hyperparameter tuning in reservoir computing is an open issue, and is of particular relevance for hardware implemented reservoirs. We investigate the influence of dir…
quant-ph2023★ 20 cited
Solving the time-complexity problem and tuning the performance of quantum reservoir computing by artificial memory restriction
Saud Čindrak, Brecht Donvil, Kathy Lüdge +1
Quantum reservoir computing is a computing approach which aims at utilising the complexity and high-dimensionality of small quantum systems, together with the fast trainability of…