Harnessing the Emergent Properties of Nanomagnet Ensembles for Massively Parallel Data Analysis

Project Information

SpinENGINE

Grant agreement ID: 861618

DOI 10.3030/861618

EC signature date 24 September 2019

Start date 1 January 2020

End date 30 June 2024

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost € 3 001 826,25

EU contribution € 3 001 826,00

Coordinated by

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

Deliverables

Documents, reports (4)

Report on transfer functions reachable through tuning

Report on transfer functions reachable through tuning of nanomagneticensemble reservoirs

Model for emergent behaviour in modestly sized ensembles
Report on impact of lattice geometries and materials

Report on impact of lattice geometries and material compositions on wholeensemble response in modestly sized 100 nanoring and spinice ensembles

Report on design rules for coupled nanomagnet elements

Websites, patent fillings, videos etc. (2)

Website and logo

Website creation

Kick-off meeting

Kick-Off: Hold kick-off meeting

Open Research Data Pilot (1)

Data Management Plan

Publications

Conference proceedings (2)

Sculpting the Spin Ice for Computation

Author(s): Arthur Penty and Gunnar Tufte
Published in: Proceedings of the International Conference on Unconventional Computation and Natural Computation, 2021
Publisher: TEMC 2021

A Representation of Artificial Spin Ice for Evolutionary Search

Author(s): Arthur Penty, Gunnar Tufte
Published in: Proceedings of the Artificial Life Conference, 2021
Publisher: MIT Press Direct
DOI: 10.1162/isal_a_00436

Peer reviewed articles (8)

Synchronization of chiral vortex nano-oscillators

Author(s): Zhiyang Zeng, Zhaochu Luo, Laura J. Heyderman, Joo-Von Kim, Aleš Hrabec
Published in: Applied Physics Letters, Issue 118/22, 2021, Page(s) 222405, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/5.0048672

Dynamically Driven Emergence in a Nanomagnetic System

Author(s): Richard W. Dawidek, Thomas J. Hayward, Ian T. Vidamour, Thomas J. Broomhall, Guru Venkat, Mohanad Al Mamoori, Aidan Mullen, Stephan J. Kyle, Paul W. Fry, Nina‐Juliane Steinke, Joshaniel F. K. Cooper, Francesco Maccherozzi, Sarnjeet S. Dhesi, Lucia Aballe, Michael Foerster, Jordi Prat, Eleni Vasilaki, Matthew O. A. Ellis, Dan A. Allwood
Published in: Advanced Functional Materials, Issue 31/15, 2021, Page(s) 2008389, ISSN 1616-301X
Publisher: John Wiley & Sons Ltd.
DOI: 10.1002/adfm.202008389

Anisotropy and domain formation in a dipolar magnetic metamaterial

Author(s): Einar Digernes, Anders Strømberg, Carlos A. F. Vaz, Armin Kleibert, Jostein K. Grepstad, Erik Folven
Published in: Applied Physics Letters, Issue 118/20, 2021, Page(s) 202404, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/5.0045450

Effects of array shape and disk ellipticity in dipolar-coupled magnetic metamaterials

Author(s): Sam D. Slöetjes; Sam D. Slöetjes; Sam D. Slöetjes; Einar Digernes; Anders Strømberg; Fredrik Kjemperud Olsen; Ambjørn Dahle Bang; Alpha T. N'Diaye; Rajesh V. Chopdekar; Erik Folven; Jostein K. Grepstad
Published in: Physical Review B, Issue 104, 2021, Page(s) 134421, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.104.134421

flatspin: A Large-Scale Artificial Spin Ice Simulator

Author(s): Johannes H. Jensen, Anders Strømberg, Odd Rune Lykkebø, Arthur Penty, Magnus Själander, Erik Folven, and Gunnar Tufte
Published in: Physical review B, Issue 106, 2022, Page(s) 064408, ISSN 1098-0121
Publisher: American Physical Society
DOI: 10.1103/physrevb.106.064408

Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetisation Dynamics

Author(s): Ian Vidamour, Matthew O.A. Ellis, David Griffin, Guru Venkat, Charles Swindells, Richard W. S. Dawidek, Thomas J Broomhall, Nina-Juliane Steinke, Joshaniel Cooper, Francesco Maccherozzi, Sarnjeet Dhesi, Susan Stepney, Eleni Vasilaki, Dan A Allwood and Tom James Hayward
Published in: Nanotechnology, Issue 33, 2022, Page(s) 485203, ISSN 0957-4484
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6528/ac87b5

Voltage-controlled superparamagnetic ensembles for low-power reservoir computing

Author(s): A. Welbourne, A. L. R. Levy, M. O. A. Ellis, H. Chen, M. J. Thompson, E. Vasilaki, D. A. Allwood, T. J. Hayward
Published in: Applied Physics Letters, Issue 118/20, 2021, Page(s) 202402, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/5.0048911

A perspective on physical reservoir computing with nanomagnetic devices

Author(s): Dan A. Allwood, Matthew O. A. Ellis, David Griffin, Thomas J. Hayward, Luca Manneschi, Mohammad F. KH. Musameh, Simon O'Keefe, Susan Stepney, Charles Swindells, Martin A. Trefzer, Eleni Vasilaki, Guru Venkat, Ian Vidamour, and Chester Wringe
Published in: Applied Physics Letters, Issue 122, 2023, Page(s) 040501, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/5.0119040

Non-peer reviewed articles (1)

Spin ice devices from nanomagnets

Author(s): Laura J. Heyderman
Published in: Nature Nanotechnology, Issue 17, 2022, Page(s) 465-436, ISSN 1748-3387
Publisher: Nature Publishing Group
DOI: 10.1038/s41565-022-01088-2