Beyond-CMOS computational paradigms are necessary to solving the problems that we face
with modern computers in achieving scalability, low energy consumption, reduced latency …

Spin textures, such as magnetic domain walls and skyrmions, have the potential to
revolutionize electronic devices by encoding information bits. Although recent …

Reservoir computing (RC) has been considered as one of the key computational principles
beyond von-Neumann computing. Magnetic skyrmions, topological particle-like spin textures …

Magnetic skyrmions are deemed to be the forerunners of novel spintronic memory and logic
devices. While their observation and their current-driven motion at room temperature have …

Racetrack memories with magnetic skyrmions have recently been proposed as a promising
storage technology. To be appealing, several challenges must still be faced for the …

Physical reservoir computing leverages the dynamical properties of complex physical
systems to process information efficiently, significantly reducing training efforts and energy …

A key issue for skyrmion dynamics and devices are pinning effects present in real systems.
While posing a challenge for the realization of conventional skyrmionics devices, exploiting …

Skyrmioniums are doughnutlike topological spin textures in chiral magnets, which are able
to move with zero skyrmion Hall effect. The annihilation of a skyrmionium involves the …

Learning and pattern recognition inevitably requires memory of previous events, a feature
that conventional CMOS hardware needs to artificially simulate. Dynamical systems …

Magnetic skyrmions are versatile topological excitations that can be used as nonvolatile
information carriers. The confinement of skyrmions in channels is fundamental for any …