Quantifying the computational capability of a nanomagnetic reservoir computing platform with emergent magnetisation dynamics.

Vidamour, I T; Ellis, M O A; Griffin, D; Venkat, G; Swindells, C; Dawidek, R W S; Broomhall, T J; Steinke, N J; Cooper, J F K; Maccherozzi, F; Dhesi, S S; Stepney, S; Vasilaki, E; Allwood, D A; Hayward, T J

Vidamour, I T; Ellis, M O A; Griffin, D; Venkat, G; Swindells, C; Dawidek, R W S; Broomhall, T J; Steinke, N J; Cooper, J F K; Maccherozzi, F; Dhesi, S S; Stepney, S; Vasilaki, E; Allwood, D A; Hayward, T J.

Afiliação

Vidamour IT; Department of Materials Science and Engineering, University of Sheffield, Sheffield S1 3JD, United Kingdom.
Ellis MOA; Department of Computer Science, University of Sheffield, Sheffield S1 4DP, United Kingdom.
Griffin D; Department of Computer Science, University of York, York YO10 5GH, United Kingdom.
Venkat G; Department of Materials Science and Engineering, University of Sheffield, Sheffield S1 3JD, United Kingdom.
Swindells C; Department of Materials Science and Engineering, University of Sheffield, Sheffield S1 3JD, United Kingdom.
Dawidek RWS; Department of Materials Science and Engineering, University of Sheffield, Sheffield S1 3JD, United Kingdom.
Broomhall TJ; Department of Materials Science and Engineering, University of Sheffield, Sheffield S1 3JD, United Kingdom.
Steinke NJ; ISIS Neutron and Muon Source, Rutherford Appleton Lab, Didcot, OX11 0QX, United Kingdom.
Cooper JFK; ISIS Neutron and Muon Source, Rutherford Appleton Lab, Didcot, OX11 0QX, United Kingdom.
Maccherozzi F; Diamond Light Source, Harwell Science and Innovation Campus, Didcot, Oxfordshire OX11 0DE, United Kingdom.
Dhesi SS; Diamond Light Source, Harwell Science and Innovation Campus, Didcot, Oxfordshire OX11 0DE, United Kingdom.
Stepney S; Department of Computer Science, University of York, York YO10 5GH, United Kingdom.
Vasilaki E; Department of Computer Science, University of Sheffield, Sheffield S1 4DP, United Kingdom.
Allwood DA; Institute of Neuroinformatics, University of Zurich and ETH Zurich, 8057 Zürich, Switzerland.
Hayward TJ; Department of Materials Science and Engineering, University of Sheffield, Sheffield S1 3JD, United Kingdom.

Nanotechnology ; 33(48)2022 Sep 08.

Article em En | MEDLINE | ID: mdl-35940063

Palavras-chave

domain wall devices; machine learning; nanomagnetism; patterned magnetic films; reservoir computing

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Qualitative_research Idioma: En Revista: Nanotechnology Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Reino Unido País de publicação: Reino Unido

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