Learning strange attractors with reservoir systems

11 August 2021

Papers citing "Learning strange attractors with reservoir systems"

7 / 7 papers shown

Title
On the emergence of numerical instabilities in Next Generation Reservoir Computing Edmilson Roque dos Santos Erik Bollt 34 0 0 01 May 2025
State-space systems as dynamic generative models Juan-Pablo Ortega Florian Rossmannek 74 1 0 13 Mar 2025
Unsupervised Learning in Echo State Networks for Input Reconstruction Taiki Yamada Yuichi Katori Kantaro Fujiwara 33 0 0 20 Jan 2025
Thermodynamic limit in learning period three Yuichiro Terasaki Kohei Nakajima 40 1 0 12 May 2024
A Systematic Exploration of Reservoir Computing for Forecasting Complex Spatiotemporal Dynamics Jason A. Platt S. Penny T. A. Smith Tse-Chun Chen H. Abarbanel AI4TS 38 33 0 21 Jan 2022
Embedding Information onto a Dynamical System G. Manjunath 59 13 0 22 May 2021
Dimension reduction in recurrent networks by canonicalization Lyudmila Grigoryeva Juan-Pablo Ortega 24 19 0 23 Jul 2020