1.8k citations · 5.2k across the 33 of their papers we have counts for
35 papers
Nanoparticle Networks for Neuromorphic Computing
Jonas Mensing, Wilfred G. van der Wiel, Andreas Heuer
Physical computing leverages complex dynamical systems for energy-efficient data processing. In this work, we present a neuromorphic architecture based on metallic nanoparticles in…
Space-Charge-Driven Nonlinear Charge Transport in Silicon Reconfigurable Nonlinear-Processing Units
Jonas Kareem, Lorenzo Cassola, Reinier J. C. Cool +4
Reconfigurable nonlinear-processing units (RNPUs) are multi-terminal electronic devices that act as computational primitives, exploiting intrinsic nonlinear charge transport combin…
Physical Analogue Kolmogorov-Arnold Networks based on Reconfigurable Nonlinear-Processing Units
Manuel Escudero, Mohamadreza Zolfagharinejad, Sjoerd van den Belt +2
Kolmogorov-Arnold Networks (KANs) shift neural computation from linear layers to learnable nonlinear edge functions, but implementing these nonlinearities efficiently in hardware r…
Critical nonlinear aspects of hopping transport for reconfigurable logic in disordered dopant networks
Henri Tertilt, Jonas Mensing, Marlon Becker +3
Nonlinear behavior in the hopping transport of interacting charges enables reconfigurable logic in disordered dopant network devices, where voltages applied at control electrodes t…
A kinetic Monte Carlo Approach for Boolean Logic Functionality in Gold Nanoparticle Networks
Jonas Mensing, Wilfred G. van der Wiel, Andreas Heuer
Nanoparticles interconnected by insulating organic molecules exhibit nonlinear switching behavior at low temperatures. By assembling these switches into a network and manipulating…
Toward a formal theory for computing machines made out of whatever physics offers: extended version
Herbert Jaeger, Beatriz Noheda, Wilfred G. van der Wiel
Approaching limitations of digital computing technologies have spurred research in neuromorphic and other unconventional approaches to computing. Here we argue that if we want to s…