Matthew O. A. Ellis | DeepAI

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Featured Co-authors

Eleni Vasilaki
13 publications
Luca Manneschi
5 publications
Joshaniel F. K. Cooper
5 publications
Martin A. Trefzer
4 publications
Andrew C. Lin
3 publications
Dan A Allwood
3 publications
Thomas J Hayward
3 publications
Susan Stepney
3 publications
Paolo del Giudice
3 publications
Simon O'Keefe
3 publications
David Griffin
2 publications

research

∙ 03/03/2023

Machine learning using magnetic stochastic synapses

The impressive performance of artificial neural networks has come at the...

0 Matthew O. A. Ellis, et al. ∙

research

∙ 12/09/2022

A perspective on physical reservoir computing with nanomagnetic devices

Neural networks have revolutionized the area of artificial intelligence ...

0 Dan A Allwood, et al. ∙

research

∙ 11/29/2021

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

Arrays of interconnected magnetic nano-rings with emergent magnetization...

0 Ian T Vidamour, et al. ∙

research

∙ 01/11/2021

Exploiting Multiple Timescales in Hierarchical Echo State Networks

Echo state networks (ESNs) are a powerful form of reservoir computing th...

8 Luca Manneschi, et al. ∙