Clustered and deep echo state networks for signal noise reduction

DOI10.1007/S10994-022-06135-6OpenAlexW4220833946MaRDI QIDQ2102348

Yanyan Li

Publication date: 28 November 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-022-06135-6

zbMATH Keywords

complex networksnoise reductionreservoir computingecho state networks

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• PhysioToolkit

Cites Work

• Deep reservoir computing
• Emergence of Scaling in Random Networks
• On the strength of connectedness of a random graph
• Directed scale-free graphs
• Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data
• Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing
• A logical calculus of the ideas immanent in nervous activity
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