Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics

G Beneke, TB Winkler, K Raab, MA Brems… - Nature …, 2024 - nature.com
Physical reservoir computing leverages the dynamical properties of complex physical
systems to process information efficiently, significantly reducing training efforts and energy …

[HTML][HTML] Benchmarking reservoir computing for residential energy demand forecasting

K Brucke, S Schmitz, D Köglmayr, S Baur, C Räth… - Energy and …, 2024 - Elsevier
In the energy sector, accurate demand forecasts are vital but often limited by the available
computational power. Reservoir computing (RC) or echo-state networks excel in chaotic …

[PDF][PDF] On the Oscillatory Behavior of Silver and Gold Nano-particles Inside Lipid Nanotubes

F Sadeghia - 2024.isav.ir
This research investigates the oscillatory behavior of metallic nanoparticles, specifically
silver and gold nanoparticles, inside lipid nanotubes (LNTs) utilizing the continuum …