researcher

J. Ortega

47 papers hereh-index 302.9k citations123 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

sole author4
first author11
middle author6
last author26

Across the 47 of 47 papers where every author was matched, so the position is known.

fields

math.SG14
cs.NE6
math.DS6
cs.LG5
math.PR4
math.DG3

same name

J. Ortega — 13 papers, h 9
J. Ortega — 10 papers, h 27
J. Ortega — 8 papers, h 27
J. Ortega — 5 papers, h 16
J. Ortega — 4 papers, h 10
J. Ortega — 4 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

19992023

most citedLearning strange attractors with reservoir systems

32 citations · 134 across the 24 of their papers we have counts for

collaborators

Showing 2020 · cs.NEShow all

2 papers · 2 filters

cs.NE2020

Fading memory echo state networks are universal

Lukas Gonon, Juan-Pablo Ortega

Echo state networks (ESNs) have been recently proved to be universal approximants for input/output systems with respect to various $L^{p}$ -type criteria. When $1 \leq p < \infty$ , onl…

cs.NE2020

Discrete-time signatures and randomness in reservoir computing

Christa Cuchiero, Lukas Gonon, Lyudmila Grigoryeva +2

A new explanation of geometric nature of the reservoir computing phenomenon is presented. Reservoir computing is understood in the literature as the possibility of approximating in…