Strange properties of linear reservoirs in the infinitely large limit for prediction of continuous-time signals
type: Item
instance of: scholarly article
title: Strange properties of linear reservoirs in the infinitely large limit for prediction of continuous-time signals
zbMATH Open document ID: 1505.82047
author: Alexander Hsu
author: Sarah Marzen
published in: Journal of Statistical Physics
publication date: 2022-12-16T00:00:00Z
Mathematics Subject Classification ID: 82C32
Mathematics Subject Classification ID: 68T07
Mathematics Subject Classification ID: 60F05
Mathematics Subject Classification ID: 60G15
Mathematics Subject Classification ID: 60B20
Mathematics Subject Classification ID: 15B52
zbMATH DE Number: 7633368
zbMATH Keywords: prediction of signals
zbMATH Keywords: neural networks
zbMATH Keywords: random matrix theory
zbMATH Keywords: Gaussian noise
MaRDI profile type: Publication
full work available at URL: s10955-022-03040-z
OpenAlex ID: W4311878244
cites work: On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrast to VAR and DMD
cites work: On the computational power of circuits of spiking neurons
cites work: Are biological systems poised at criticality?
cites work: Statistical Physics of Particles
cites work: Do reservoir computers work best at the edge of chaos?
cites work: Q4319820
cites work: Q5794082
cites work: Random matrices: universality of ESDs and the circular law
DOI: 10.1007/S10955-022-03040-Z
Recommended article: On the behaviour of a long cascade of linear reservoirs
Recommended article: On the constraints necessary for macroscopic prediction of time-dependent stochastic processes
Recommended article: Linear prediction for generalized oscillating stochastic processes
Recommended article: Q3364083
Recommended article: Long Memory in Nonlinear Processes
Recommended article: Correlation functions in finite memory-time reservoir theory
Recommended article: Q4937396
Recommended article: An exactly solvable linear model giving indication of stochastic resonance
Recommended article: Estimating Scale-Invariant Future in Continuous Time
description: scientific article; zbMATH DE number 7633368