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CORDIS

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

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Realization of coupled nanomagnet clusters (opens in new window)

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 (opens in new window)

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 (opens in new window)
Demonstration of electrical reading and writing of data (opens in new window)

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

Website and logo (opens in new window)

Website creation

Publications (opens in new window)

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 (opens in new window)

Kick-Off: Hold kick-off meeting

Conference (opens in new window)

Conference: International Conference on emerging computing paradigms

Publications

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 (opens in new window)

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

Evolving Music from a Self-Organising Nanomagnetic Orchestra (opens in new window)

Author(s): Arthur Penty, Gunnar Tufte
Published in: The 2023 Conference on Artificial Life, Issue 2023, 2023
Publisher: MIT Press
DOI: 10.1162/isal_a_00667

Lattice reservoirs: symmetry breaking and information flow in physical reservoir computing (opens in new window)

Author(s): Thomas Aven, Johannes H. Jensen, Gunnar Tufte
Published in: The 2024 Conference on Artificial Life, Issue 2024, 2024
Publisher: MIT Press
DOI: 10.1162/isal_a_00773

Synchronization of chiral vortex nano-oscillators (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

Dzyaloshinskii-Moriya interaction in Ni/Cu(001) (opens in new window)

Author(s): R. Allenspach, A. Bischof, B. Boehm, U. Drechsler, O. Reich, M. Sousa, S. Tacchi, G. Carlotti
Published in: Physical Review B, Issue 110, 2024, ISSN 2469-9950
Publisher: American Physical Society
DOI: 10.1103/physrevb.110.014402

flatspin: A Large-Scale Artificial Spin Ice Simulator (opens in new window)

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 (opens in new window)

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

Clocked dynamics in artificial spin ice (opens in new window)

Author(s): Johannes H. Jensen, Anders Strømberg, Ida Breivik, Arthur Penty, Miguel Angel Niño, Muhammad Waqas Khaliq, Michael Foerster, Gunnar Tufte, Erik Folven
Published in: Nature Communications, Issue 15, 2024, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-024-45319-7

Voltage-controlled superparamagnetic ensembles for low-power reservoir computing (opens in new window)

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 (opens in new window)

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

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

Author(s): G. Venkat, C. D. W. Cox, Z. Zhou, N. Leo, C. J. Kinane, A. J. Caruana, K. Morrison
Published in: Applied Physics Letters, Issue 123, 2023, ISSN 0003-6951
Publisher: American Institute of Physics
DOI: 10.1063/5.0165851

Reconfigurable reservoir computing in a magnetic metamaterial (opens in new window)

Author(s): 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
Published in: Communications Physics, Issue 6, 2023, ISSN 2399-3650
Publisher: Springer Nature
DOI: 10.1038/s42005-023-01352-4

Magnetic domain walls: types, processes and applications (opens in new window)

Author(s): G Venkat, D A Allwood, T J Hayward
Published in: Journal of Physics D: Applied Physics, Issue 57, 2023, Page(s) 063001, ISSN 0022-3727
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6463/ad0568

Exploring physical and digital architectures in magnetic nanoring array reservoir computers (opens in new window)

Author(s): 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
Published in: Neuromorphic Computing and Engineering, Issue 4, 2024, Page(s) 024018, ISSN 2634-4386
Publisher: Institute of Physics Publishing
DOI: 10.1088/2634-4386/ad53f9

Electrically programmable magnetic coupling in an Ising network exploiting solid-state ionic gating (opens in new window)

Author(s): 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
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-41830-5

Evolving Artificial Spin Ice for Robust Computation

Author(s): Arthur George Penty and Gunnar Tufte
Published in: International Journal of Unconventional Computing, Issue 18, 2024, ISSN 1548-7199
Publisher: Old City Publishing

Spin ice devices from nanomagnets (opens in new window)

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

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