154 citations · 633 across the 15 of their papers we have counts for
Showing cs.NEShow all
2 papers · 1 filter
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…
cs.NE2022★ 24 cited
Time Shifts to Reduce the Size of Reservoir Computers
Thomas L. Carroll, Joseph D. Hart
A reservoir computer is a type of dynamical system arranged to do computation. Typically, a reservoir computer is constructed by connecting a large number of nonlinear nodes in a n…