62 citations · 160 across the 25 of their papers we have counts for
3 papers · 1 filter
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…
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…
Multiplexed random-access optical memory in warm cesium vapor
Leon Meßner, Elizabeth Robertson, Luisa Esguerra +2
The ability to store large amounts of photonic quantum states is regarded as substantial for future optical quantum computation and communication technologies. However, research fo…