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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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Skyrmion Gas Manipulation for Probabilistic Computing

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.
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Skyrmion Gas Manipulation for Probabilistic Computing

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.
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Thermal skyrmion diffusion applied in probabilistic computing

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.
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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.