Perspective on nonvolatile magnon-signal storage and in-memory computation for low-power consuming magnonics

Magnons are the quanta of spin waves and transport angular momenta through magnetically ordered materials. They can be used to distribute and control on-chip GHz signals without charge flow, thereby avoiding Joule heating. Beyond multiplexed signal processing, filtering, and Boolean logic, they allow for hardware implementation of neural networks exploiting cascaded magnon scattering on the nanoscale. A game-changing boost is expected if nonvolatile magnon-signal storage and in-memory computation schemes become realistic. We outline recent progress in experimental research and micromagnetic modeling toward these goals before sketching remaining challenges.

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Publication Details

Journal
Applied Physics Letters
Published
2025-04-21
DOI
https://doi.org/10.1063/5.0260884
Citations
3
Primary Topic
Magnetic properties of thin films
Type
article
Field-Weighted Citation Impact
3.74

Funders

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Perspective on nonvolatile magnon-signal storage and in-memory computation for low-power consuming magnonics

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Perspective on nonvolatile magnon-signal storage and in-memory computation for low-power consuming magnonics

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article en
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Abstract

Magnons are the quanta of spin waves and transport angular momenta through magnetically ordered materials. They can be used to distribute and control on-chip GHz signals without charge flow, thereby avoiding Joule heating. Beyond multiplexed signal processing, filtering, and Boolean logic, they allow for hardware implementation of neural networks exploiting cascaded magnon scattering on the nanoscale. A game-changing boost is expected if nonvolatile magnon-signal storage and in-memory computation schemes become realistic. We outline recent progress in experimental research and micromagnetic modeling toward these goals before sketching remaining challenges.

Applied Physics LettersVol. 126(16)
École Polytechnique Fédérale de Lausanne (CH)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
Openalex Percentile: Top 8%
Magnetic properties of thin films
3.74
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