30 citations · 45 across the 4 of their papers we have counts for
4 papers
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…
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…
Comment on "Synchronization dynamics in non-normal networks: the trade-off for optimality"
Francesco Sorrentino, Chad Nathe
We review some of the recent literature, including Refs. [1-3], on the effects of non-normality on the synchronization of networks of oscillators, and provide numerical evidence th…
Reservoir Computers Modal Decomposition and Optimization
Chad Nathe, Enrico Del Frate, Thomas Carroll +3
The topology of a network associated with a reservoir computer is often taken so that the connectivity and the weights are chosen randomly. Optimization is hardly considered as the…