Exploiting Multiple Timescales in Hierarchical Echo State Networks. - Luca Manneschi; Matthew O. A. Ellis; Guido Gigante; Andrew C. Lin; Paolo Del Giudice; Eleni Vasilaki (Frontiers Appl. Math. Stat., 2020)

Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetization Dynamics. - Ian T. Vidamour; Matthew O. A. Ellis; David Griffin 002; 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; et al. (CoRR, 2021)

A perspective on physical reservoir computing with nanomagnetic devices. - Dan A. Allwood; Matthew O. A. Ellis; David Griffin 002; Thomas J. Hayward; Luca Manneschi; Mohammad F. KH Musameh; Simon O'Keefe; Susan Stepney; Charles Swindells; Martin A. Trefzer; Eleni Vasilaki; Guru Venkat; et al. (CoRR, 2022)

Machine learning using magnetic stochastic synapses. - Matthew O. A. Ellis; Alex Welbourne; Stephan J. Kyle; Paul W. Fry; Dan A. Allwood; Thomas J. Hayward; Eleni Vasilaki (Neuromorph. Comput. Eng., 2023)