129 citations · 131 across the 5 of their papers we have counts for
5 papers
Multi-value Probabilistic Computing with current-controlled Skyrmion Diffusion
Thomas B. Winkler, Yuean Zhou, Grischa Beneke +6
Magnetic systems are highly promising for implementing probabilistic computing paradigms because of the fitting energy scales and conspicuous non-linearities. While conventional bi…
Correlating on-the-fly Electrical and Optical Skyrmion Readout
Grischa Beneke, Kilian Leutner, Nikhil Vijayan +7
Magnetic skyrmions, topologically stabilized spin textures, are promising candidates for future memory devices and non-conventional computing applications due to their enhanced sta…
Gesture recognition with Brownian reservoir computing using geometrically confined skyrmion dynamics
Grischa Beneke, Thomas Brian Winkler, Klaus Raab +6
Physical reservoir computing (RC) is a beyond von-Neumann computing paradigm that harnesses the dynamical properties of a complex physical system (reservoir) to process information…
Coarse-graining collective skyrmion dynamics in confined geometries
Thomas Brian Winkler, Jan Rothörl, Maarten A. Brems +2
Magnetic skyrmions are magnetic quasi-particles with enhanced stability and different manipulation mechanisms using external fields and currents making them promising candidates fo…
Brownian reservoir computing realized using geometrically confined skyrmions
Klaus Raab, Maarten A. Brems, Grischa Beneke +4
Reservoir computing (RC) has been considered as one of the key computational principles beyond von-Neumann computing. Magnetic skyrmions, topological particle-like spin textures in…