154 citations · 633 across the 15 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
nlin.AO2023★ 12 cited
Synchronizing Chaos using Reservoir Computing
Amirhossein Nazerian, Chad Nathe, Joseph D. Hart +1
We attempt to achieve isochronal synchronization between a drive system unidirectionally coupled to a response system, under the assumption that limited knowledge on the states of…
cond-mat.dis-nn2023★ 6 cited
Estimating the master stability function from the time series of one oscillator via reservoir computing
Joseph D Hart
The master stability function (MSF) yields the stability of the globally synchronized state of a network of identical oscillators in terms of the eigenvalues of the adjacency matri…
cs.NE2023★ 30 cited
Reservoir Computing with Noise
Chad Nathe, Chandra Pappu, Nicholas A. Mecholsky +3
This paper investigates in detail the effects of noise on the performance of reservoir computing. We focus on an application in which reservoir computers are used to learn the rela…