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Dimension of reservoir computers

Published:2020-01 Issue:1 Volume:30 Page:013102
ISSN:1054-1500
Container-title:Chaos: An Interdisciplinary Journal of Nonlinear Science
language:en
Short-container-title:Chaos

Author:

Carroll T. L.¹^ORCID

Affiliation:

1. US Naval Research Lab, Washington, DC 20375, USA

Funder

U.S. Naval Research Laboratory

Publisher

AIP Publishing

Subject

Applied Mathematics,General Physics and Astronomy,Mathematical Physics,Statistical and Nonlinear Physics

Link

http://aip.scitation.org/doi/am-pdf/10.1063/1.5128898

Reference35 articles.

1. Reservoir observers: Model-free inference of unmeasured variables in chaotic systems

2. Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

3. Advances in photonic reservoir computing

4. Reservoir computing with a single delay-coupled non-linear mechanical oscillator

Cited by 15 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Inter-individual variability in elliptical and diagonal error distributions potentially relevant to optimal motor planning in football instep kicking;Human Movement Science;2024-10

2. Attractor reconstruction with reservoir computers: The effect of the reservoir’s conditional Lyapunov exponents on faithful attractor reconstruction;Chaos: An Interdisciplinary Journal of Nonlinear Science;2024-04-01

3. Learning from the past: reservoir computing using delayed variables;Frontiers in Applied Mathematics and Statistics;2024-03-01

4. Harnessing synthetic active particles for physical reservoir computing;Nature Communications;2024-01-29

5. Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing;Optics Express;2024-01-05

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