Matthew O. A. Ellis

According to our database, Matthew O. A. Ellis authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Lightweight Test-Time Adaptation for EMG-Based Gesture Recognition.

Nia Touko, Matthew O. A. Ellis, Cristiano Capone, Alessio Burrello, Elisa Donati, Luca Manneschi

CoRR, January, 2026

2025

Predicting physics efficiently with hybrid hardware.

Luca Manneschi, Matthew O. A. Ellis

Nat. Comput. Sci., December, 2025

2023

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., June, 2023

2022

A perspective on physical reservoir computing with nanomagnetic devices.

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

CoRR, 2022

2021

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

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

CoRR, 2021

2020

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