Magnetic skyrmion as a nonlinear resistive element : a potential building block for reservoir computing
- Publikationstyp:
- Zeitschriftenaufsatz
- Metadaten:
-
- Autoren
- Diana Prychynenko
- Matthias Sitte
- Kai Litzius
- Benjamin Krüger
- George Bourianoff
- Mathias Kläui
- Jairo Sinova
- Karin Everschor-Sitte
- Sammlungen
- metadata
- ISSN
- 2331-7019
- Ausgabe der Veröffentlichung
- 1
- Zeitschrift
- Physical review applied
- Schlüsselwörter
- 530 Physik
- 530 Physics
- Sprache
- eng
- Paginierung
- Seiten: 014034-1 - 014034-12
- Datum der Veröffentlichung
- 2018
- Herausgeber
- American Physical Society
- Herausgeber URL
- http://dx.doi.org/10.1103/PhysRevApplied.9.014034
- Datum der Datenerfassung
- 2020
- Datum, an dem der Datensatz öffentlich gemacht wurde
- 2020
- Zugang
- Public
- Titel
- Magnetic skyrmion as a nonlinear resistive element : a potential building block for reservoir computing
- Ausgabe der Zeitschrift
- 9
Datenquelle: METADATA.UB
- Andere Metadatenquellen:
-
- Autoren
- Diana Prychynenko
- Matthias Sitte
- Kai Litzius
- Benjamin Krueger
- George Bourianoff
- Mathias Klaeui
- Jairo Sinova
- Karin Everschor-Sitte
- Autoren-URL
- https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=fis-test-1&SrcAuth=WosAPI&KeyUT=WOS:000423660800001&DestLinkType=FullRecord&DestApp=WOS_CPL
- DOI
- 10.1103/PhysRevApplied.9.014034
- Externe Identifier
- Clarivate Analytics Document Solution ID: FU2EC
- ISSN
- 2331-7019
- Ausgabe der Veröffentlichung
- 1
- Zeitschrift
- PHYSICAL REVIEW APPLIED
- Artikelnummer
- ARTN 14034
- Datum der Veröffentlichung
- 2018
- Status
- Published
- Titel
- Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing
- Sub types
- Article
- Ausgabe der Zeitschrift
- 9
Datenquelle: Web of Science (Lite)
- Autoren
- Diana Prychynenko
- Matthias Sitte
- Kai Litzius
- Benjamin Krüger
- George Bourianoff
- Mathias Kläui
- Jairo Sinova
- Karin Everschor-Sitte
- DOI
- 10.1103/physrevapplied.9.014034
- eISSN
- 2331-7019
- Ausgabe der Veröffentlichung
- 1
- Zeitschrift
- Physical Review Applied
- Sprache
- en
- Artikelnummer
- 014034
- Online publication date
- 2018
- Status
- Published online
- Herausgeber
- American Physical Society (APS)
- Herausgeber URL
- http://dx.doi.org/10.1103/physrevapplied.9.014034
- Datum der Datenerfassung
- 2018
- Titel
- Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing
- Ausgabe der Zeitschrift
- 9
Datenquelle: Crossref
- Abstract
- Inspired by the human brain, there is a strong effort to find alternative models of information processing capable of imitating the high energy efficiency of neuromorphic information processing. One possible realization of cognitive computing are reservoir computing networks. These networks are built out of non-linear resistive elements which are recursively connected. We propose that a skyrmion network embedded in frustrated magnetic films may provide a suitable physical implementation for reservoir computing applications. The significant key ingredient of such a network is a two-terminal device with non-linear voltage characteristics originating from single-layer magnetoresistive effects, like the anisotropic magnetoresistance or the recently discovered non-collinear magnetoresistance. The most basic element for a reservoir computing network built from "skyrmion fabrics" is a single skyrmion embedded in a ferromagnetic ribbon. In order to pave the way towards reservoir computing systems based on skyrmion fabrics, here we simulate and analyze i) the current flow through a single magnetic skyrmion due to the anisotropic magneto-resistive effect and ii) the combined physics of local pinning and the anisotropic magneto-resistive effect.
- Autoren
- Diana Prychynenko
- Matthias Sitte
- Kai Litzius
- Benjamin Krüger
- George Bourianoff
- Mathias Kläui
- Jairo Sinova
- Karin Everschor-Sitte
- Autoren-URL
- http://arxiv.org/abs/1702.04298v2
- Zeitschrift
- Phys. Rev. Applied
- Schlüsselwörter
- cond-mat.dis-nn
- cond-mat.dis-nn
- cond-mat.other
- cond-mat.str-el
- Notes
- 22 pages, 8 figures; author's name corrected
- Paginierung
- 014034
- Datum der Veröffentlichung
- 2017
- Herausgeber URL
- http://dx.doi.org/10.1103/PhysRevApplied.9.014034
- Datum der Datenerfassung
- 2017
- Datum, an dem der Datensatz öffentlich gemacht wurde
- 2017
- Titel
- A magnetic skyrmion as a non-linear resistive element - a potential building block for reservoir computing
- Ausgabe der Zeitschrift
- 9
Files
1702.04298v2.pdf
Datenquelle: arXiv
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