most citedNeuromorphic Overparameterisation and Few-Shot Learning in Multilayer Physical Neural Networks

33 citations · 79 across the 3 of their papers we have counts for

collaborators
Showing cond-mat.mes-hallShow all

2 papers · 1 filter

cond-mat.mes-hall2022★ 33 cited

Neuromorphic Overparameterisation and Few-Shot Learning in Multilayer Physical Neural Networks

Kilian D. Stenning, Jack C. Gartside, Luca Manneschi +10

Physical neuromorphic computing, exploiting the complex dynamics of physical systems, has seen rapid advancements in sophistication and performance. Physical reservoir computing, a…

cond-mat.mes-hall2022★ 30 cited

Audio Classification with Skyrmion Reservoirs

Robin Msiska, Jake Love, Jeroen Mulkers +2

Physical reservoir computing is a computational paradigm that enables spatio-temporal pattern recognition to be performed directly in matter. The use of physical matter leads the w…