Thomas J. Hayward

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Reservoir Computing

Stochastic Optimization

Machine Learning And Data Mining

Top Venues

Neuromorph. Comput. Eng.

Publications

Luca Manneschi, Ian T. Vidamour, Kilian D. Stenning, Jack C. Gartside, Charles Swindells, Guru Venkat, David Griffin, Susan Stepney, Will R. Branford, Thomas J. Hayward, Matt O. Ellis, Eleni Vasilaki
Optimising network interactions through device agnostic models. CoRR (2024)
Guru Venkat, Ian T. Vidamour, Charles Swindells, Paul W. Fry, M. C. Rosamond, M. Foerster, M. A Niño, David Griffin, Susan Stepney, Dan A. Allwood, Thomas J. Hayward
Exploring physical and digital architectures in magnetic nanoring array reservoir computers. Neuromorph. Comput. Eng. 4 (2) (2024)
Matthew O. A. Ellis, Alex Welbourne, Stephan J. Kyle, Paul W. Fry, Dan A. Allwood, Thomas J. Hayward, Eleni Vasilaki
Machine learning using magnetic stochastic synapses. CoRR (2023)
Matthew O. A. Ellis, Alex Welbourne, Stephan J. Kyle, Paul W. Fry, Dan A. Allwood, Thomas J. Hayward, Eleni Vasilaki
Machine learning using magnetic stochastic synapses. Neuromorph. Comput. Eng. 3 (2) (2023)
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 T. Vidamour, Chester Wringe
A perspective on physical reservoir computing with nanomagnetic devices. CoRR (2022)
Ian T. Vidamour, Matthew O. A. Ellis, David Griffin, Guru Venkat, Charles Swindells, Richard W. S. Dawidek, Thomas J. Broomhall, Nina-Juliane Steinke, Joshaniel F. K. Cooper, Francisco Maccherozzi, Sarnjeet S. Dhesi, Susan Stepney, Eleni Vasilaki, Dan A. Allwood, Thomas J. Hayward
Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetization Dynamics. CoRR (2021)