4 papers
Designing learning in high dimensional oscillator networks with low dimensional read-out
Thomas Geert de Jong
In this paper we investigate a oscillator network based reservoir computer with a large number of oscillators and a low dimensional read-out. The read-out is a function on the aver…
Well-posedness results for general reaction-diffusion transport of oxygen in encapsulated cells
Yuma Nakamura, Kharisma Surya Putri, Alef Sterk +1
In this paper, we provide well-posedness results for nonlinear parabolic PDEs given by reaction-diffusion equations describing the concentration of oxygen in encapsulated cells. Th…
Hölder regularity for the trajectories of generalized charged particles in 1D
Thomas Geert de Jong, Patrick van Meurs
We prove Hölder regularity for the trajectories of an interacting particle system. The particle velocities are given by the nonlocal and singular interactions with the other partic…
Virtual reservoir acceleration for CPU and GPU: Case study for coupled spin-torque oscillator reservoir
Thomas Geert de Jong, Nozomi Akashi, Tomohiro Taniguchi +2
We provide high-speed implementations for simulating reservoirs described by -coupled spin-torque oscillators. Here also corresponds to the number of reservoir nodes. We ben…