Attractor reconstruction with reservoir computers: The effect of the reservoir's conditional Lyapunov exponents on faithful attractor reconstruction

30 December 2023

Papers citing "Attractor reconstruction with reservoir computers: The effect of the reservoir's conditional Lyapunov exponents on faithful attractor reconstruction"

5 / 5 papers shown

Title
Reconstruction of neuromorphic dynamics from a single scalar time series using variational autoencoder and neural network map P. V. Kuptsov N. Stankevich 45 0 0 11 Nov 2024
Modeling Nonlinear Oscillator Networks Using Physics-Informed Hybrid Reservoir Computing Andrew Shannon Conor Houghton David Barton Martin Homer 23 0 0 07 Nov 2024
Chaotic attractor reconstruction using small reservoirs -- the influence of topology Lina Jaurigue AI4TS 23 9 0 23 Feb 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
Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing André Röhm D. Gauthier Ingo Fischer 58 39 0 06 Aug 2021