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

Información del proyecto

SpinENGINE

Identificador del acuerdo de subvención: 861618

DOI

10.3030/861618

Proyecto cerrado

Fecha de la firma de la CE 24 Septiembre 2019

Fecha de inicio 1 Enero 2020

Fecha de finalización 30 Junio 2024

Financiado con arreglo a

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coste total

€ 3 001 826,25

Aportación de la UE

€ 3 001 826,00

Coordinado por

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Demonstrators, pilots, prototypes (4)

Realization of coupled nanomagnet clusters

Realization of coupled nanomagnet clusters of up to four elements where the stable magnetisation states or magnetisation dynamics can be reproducibly tuned to statistically significant levels by external stimuli

Realization of a modestly sized nanomagnet ensemble

Realization of a modestly sized (>100 elements) nanomagnet ensemble where reproducible and statistically significant variations in emergent phenomena can be introduced by applying an external stimulus.

Demonstration of computational functionality based on emergent behaviour in a nanomagnet ensemble
Demonstration of electrical reading and writing of data

Demonstration of electrical reading and writing of data (error rates < 1 %).

Documents, reports (6)

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
Roadmap identifying the actions required to reach TRL 8-9
Report on computational protocols for deep learning

Report on computational protocols for demonstration of deep learning algorithms

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. (4)

Website and logo

Website creation

Publications

Publications: Upon realization of the project objectives, we will target high impact journals such as Science and Nature family. Intermediate results will be more field specific such as APS, AIP, ACS, IEEE, ACM and IOP journals. We envisage 20 publications

Kick-off meeting

Kick-Off: Hold kick-off meeting

Conference

Conference: International Conference on emerging computing paradigms

Open Research Data Pilot (1)

Data Management Plan

Publicaciones

Conference proceedings (4)

Sculpting the Spin Ice for Computation

Autores: Arthur Penty and Gunnar Tufte
Publicado en: Proceedings of the International Conference on Unconventional Computation and Natural Computation, 2021
Editor: TEMC 2021

A Representation of Artificial Spin Ice for Evolutionary Search

Autores: Arthur Penty, Gunnar Tufte
Publicado en: Proceedings of the Artificial Life Conference, 2021
Editor: MIT Press Direct
DOI: 10.1162/isal_a_00436

Evolving Music from a Self-Organising Nanomagnetic Orchestra

Autores: Arthur Penty, Gunnar Tufte
Publicado en: The 2023 Conference on Artificial Life, Edición 2023, 2023
Editor: MIT Press
DOI: 10.1162/isal_a_00667

Lattice reservoirs: symmetry breaking and information flow in physical reservoir computing

Autores: Thomas Aven, Johannes H. Jensen, Gunnar Tufte
Publicado en: The 2024 Conference on Artificial Life, Edición 2024, 2024
Editor: MIT Press
DOI: 10.1162/isal_a_00773

Peer reviewed articles (16)

Synchronization of chiral vortex nano-oscillators

Autores: Zhiyang Zeng, Zhaochu Luo, Laura J. Heyderman, Joo-Von Kim, Aleš Hrabec
Publicado en: Applied Physics Letters, Edición 118/22, 2021, Página(s) 222405, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0048672

Dynamically Driven Emergence in a Nanomagnetic System

Autores: 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
Publicado en: Advanced Functional Materials, Edición 31/15, 2021, Página(s) 2008389, ISSN 1616-301X
Editor: John Wiley & Sons Ltd.
DOI: 10.1002/adfm.202008389

Anisotropy and domain formation in a dipolar magnetic metamaterial

Autores: Einar Digernes, Anders Strømberg, Carlos A. F. Vaz, Armin Kleibert, Jostein K. Grepstad, Erik Folven
Publicado en: Applied Physics Letters, Edición 118/20, 2021, Página(s) 202404, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0045450

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

Autores: 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
Publicado en: Physical Review B, Edición 104, 2021, Página(s) 134421, ISSN 1098-0121
Editor: American Physical Society
DOI: 10.1103/physrevb.104.134421

Dzyaloshinskii-Moriya interaction in Ni/Cu(001)

Autores: R. Allenspach, A. Bischof, B. Boehm, U. Drechsler, O. Reich, M. Sousa, S. Tacchi, G. Carlotti
Publicado en: Physical Review B, Edición 110, 2024, ISSN 2469-9950
Editor: American Physical Society
DOI: 10.1103/physrevb.110.014402

flatspin: A Large-Scale Artificial Spin Ice Simulator

Autores: Johannes H. Jensen, Anders Strømberg, Odd Rune Lykkebø, Arthur Penty, Magnus Själander, Erik Folven, and Gunnar Tufte
Publicado en: Physical review B, Edición 106, 2022, Página(s) 064408, ISSN 1098-0121
Editor: American Physical Society
DOI: 10.1103/physrevb.106.064408

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

Autores: 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
Publicado en: Nanotechnology, Edición 33, 2022, Página(s) 485203, ISSN 0957-4484
Editor: Institute of Physics Publishing
DOI: 10.1088/1361-6528/ac87b5

Clocked dynamics in artificial spin ice

Autores: Johannes H. Jensen, Anders Strømberg, Ida Breivik, Arthur Penty, Miguel Angel Niño, Muhammad Waqas Khaliq, Michael Foerster, Gunnar Tufte, Erik Folven
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-024-45319-7

Voltage-controlled superparamagnetic ensembles for low-power reservoir computing

Autores: A. Welbourne, A. L. R. Levy, M. O. A. Ellis, H. Chen, M. J. Thompson, E. Vasilaki, D. A. Allwood, T. J. Hayward
Publicado en: Applied Physics Letters, Edición 118/20, 2021, Página(s) 202402, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0048911

A perspective on physical reservoir computing with nanomagnetic devices

Autores: 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
Publicado en: Applied Physics Letters, Edición 122, 2023, Página(s) 040501, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0119040

Enhancement of spin Seebeck effect in Fe3O4/Pt thin films with <b> <i>α</i> </b>-Fe nanodroplets

Autores: G. Venkat, C. D. W. Cox, Z. Zhou, N. Leo, C. J. Kinane, A. J. Caruana, K. Morrison
Publicado en: Applied Physics Letters, Edición 123, 2023, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0165851

Reconfigurable reservoir computing in a magnetic metamaterial

Autores: I. T. Vidamour, C. Swindells, G. Venkat, L. Manneschi, P. W. Fry, A. Welbourne, R. M. Rowan-Robinson, D. Backes, F. Maccherozzi, S. S. Dhesi, E. Vasilaki, D. A. Allwood, T. J. Hayward
Publicado en: Communications Physics, Edición 6, 2023, ISSN 2399-3650
Editor: Springer Nature
DOI: 10.1038/s42005-023-01352-4

Magnetic domain walls: types, processes and applications

Autores: G Venkat, D A Allwood, T J Hayward
Publicado en: Journal of Physics D: Applied Physics, Edición 57, 2023, Página(s) 063001, ISSN 0022-3727
Editor: Institute of Physics Publishing
DOI: 10.1088/1361-6463/ad0568

Exploring physical and digital architectures in magnetic nanoring array reservoir computers

Autores: G Venkat, I T Vidamour, C Swindells, P W Fry, M C Rosamond, M Foerster, M A Niño, D Griffin, S Stepney, D A Allwood, T J Hayward
Publicado en: Neuromorphic Computing and Engineering, Edición 4, 2024, Página(s) 024018, ISSN 2634-4386
Editor: Institute of Physics Publishing
DOI: 10.1088/2634-4386/ad53f9

Electrically programmable magnetic coupling in an Ising network exploiting solid-state ionic gating

Autores: Chao Yun, Zhongyu Liang, Aleš Hrabec, Zhentao Liu, Mantao Huang, Leran Wang, Yifei Xiao, Yikun Fang, Wei Li, Wenyun Yang, Yanglong Hou, Jinbo Yang, Laura J. Heyderman, Pietro Gambardella, Zhaochu Luo
Publicado en: Nature Communications, Edición 14, 2023, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-023-41830-5

Evolving Artificial Spin Ice for Robust Computation

Autores: Arthur George Penty and Gunnar Tufte
Publicado en: International Journal of Unconventional Computing, Edición 18, 2024, ISSN 1548-7199
Editor: Old City Publishing

Non-peer reviewed articles (1)

Spin ice devices from nanomagnets

Autores: Laura J. Heyderman
Publicado en: Nature Nanotechnology, Edición 17, 2022, Página(s) 465-436, ISSN 1748-3387
Editor: Nature Publishing Group
DOI: 10.1038/s41565-022-01088-2