2 papers
nlin.CD2026
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…
cs.LG2025
Harnessing omnipresent oscillator networks as computational resource
Thomas Geert de Jong, Hirofumi Notsu, Kohei Nakajima
Nature is pervaded with oscillatory dynamics. In networks of coupled oscillators patterns can arise when the system synchronizes to an external input. Hence, these networks provide…