14 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.NE2022★ 7 cited
Transport in reservoir computing
G Manjunath, Juan-Pablo Ortega
Reservoir computing systems are constructed using a driven dynamical system in which external inputs can alter the evolving states of a system. These paradigms are used in informat…
math.DS2021★ 1 cited
Universal set of Observables for Forecasting Physical Systems through Causal Embedding
G Manjunath, A de Clercq, MJ Steynberg
We show how a pair of points can uniquely represent a left-infinite sequence obtained from observations of an underlying dynamical system through a phenomenon called \textit{causal…
cs.LG2020★ 14 cited
Stability and Memory-loss go Hand-in-Hand: Three Results in Dynamics & Computation
G Manjunath
The search for universal laws that help establish a relationship between dynamics and computation is driven by recent expansionist initiatives in biologically inspired computing. A…