D
Daniele Pinna
Researcher at University of Mainz
Publications - 32
Citations - 1240
Daniele Pinna is an academic researcher from University of Mainz. The author has contributed to research in topics: Spin-transfer torque & Nanomagnet. The author has an hindex of 15, co-authored 29 publications receiving 921 citations. Previous affiliations of Daniele Pinna include Université Paris-Saclay & New York University.
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Thermal skyrmion diffusion used in a reshuffler device
Jakub Zázvorka,Jakub Zázvorka,Florian Jakobs,Daniel Heinze,Niklas Keil,Sascha Kromin,Samridh Jaiswal,Samridh Jaiswal,Kai Litzius,Kai Litzius,Gerhard Jakob,Peter Virnau,Daniele Pinna,Karin Everschor-Sitte,Levente Rózsa,Andreas Donges,Ulrich Nowak,Mathias Kläui +17 more
TL;DR: In this article, the diffusion of skyrmions in a non-flat energy landscape shows exponential temperature dependence and can be used for a reshuffler device with potential application in probabilistic computing.
Journal ArticleDOI
Skyrmion Gas Manipulation for Probabilistic Computing
Daniele Pinna,F. Abreu Araujo,Joo-Von Kim,Vincent Cros,Damien Querlioz,Pierre Bessière,Jacques Droulez,Julie Grollier +7 more
TL;DR: This work proposes a device employing a skyrmion gas to reshuffle a random signal into an uncorrelated copy of itself, and argues that its basic functionality, reminiscent of an integrate-and-fire neuron, qualifies it as a novel bio-inspired building block.
Journal ArticleDOI
Skyrmion Gas Manipulation for Probabilistic Computing
Daniele Pinna,Flavio Abreu Araujo,Joo-Von Kim,Vincent Cros,Damien Querlioz,Perre Bessiere,Jacques Droulez,Julie Grollier +7 more
TL;DR: In this paper, the topologically protected magnetic spin configurations known as skyrmions offer promising applications due to their stability, mobility and localization, and the authors emphasize how to leverage the thermally driven dynamics of an ensemble of such particles to perform computing tasks.
Journal ArticleDOI
Thermal skyrmion diffusion applied in probabilistic computing
Jakub Zázvorka,Florian Jakobs,Daniel Heinze,Niklas Keil,Sascha Kromin,Samridh Jaiswal,Kai Litzius,Gerhard Jakob,Peter Virnau,Daniele Pinna,Karin Everschor-Sitte,Andreas Donges,Ulrich Nowak,Mathias Kläui +13 more
TL;DR: In this article, the thermal dynamics of topologically stabilized magnetic skyrmion quasi-particles are investigated in a specially tailored low pinning multilayer material system, and a device is constructed to reshuffle a signal.
Journal ArticleDOI
Potential implementation of reservoir computing models based on magnetic skyrmions
TL;DR: In this paper, the potential of magnetic skyrmion fabrics and the complex current patterns which form in them as an attractive physical instantiation for reservoir computing was examined and their nonlinear dynamical interplay resulting from anisotropic magnetoresistance and spin-torque effects allowed for an effective and energy efficient nonlinear processing of spatial temporal events with the aim of event recognition.