A tighter generalization bound for reservoir computing

DOI10.1063/5.0082258MaRDI QIDQ6561720

Yi Zhao, Xinyu Han, Michael Small

Publication date: 25 June 2024

Published in: Chaos (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX) Artificial intelligence (68Txx) General and miscellaneous specific topics (00Axx)

Cites Work

• Title not available (Why is that?)
• Revisiting the memory capacity in reservoir computing of directed acyclic network
• The Concise Encyclopedia of Statistics
• A theory of the learnable
• 10.1162/153244303321897690
• Learning Theory and Kernel Machines
• Understanding Machine Learning
• Model-free inference of unseen attractors: reconstructing phase space features from a single noisy trajectory using Reservoir computing
• Learning continuous chaotic attractors with a reservoir computer

This page was built for publication: A tighter generalization bound for reservoir computing

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6561720)