33 citations · 79 across the 3 of their papers we have counts for
3 papers
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…
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…
Spatial Analysis of Physical Reservoir Computers
Jake Love, Jeroen Mulkers, Robin Msiska +3
Physical reservoir computing is a computational framework that implements spatiotemporal information processing directly within physical systems. By exciting nonlinear dynamical sy…