Modelling and evaluating restricted ESNs

DOI10.1007/978-3-031-34034-5_13MaRDI QIDQ6187187

Martin A. Trefzer, Chester Wringe, Susan Stepney

Publication date: 12 January 2024

Published in: Unconventional Computation and Natural Computation (Search for Journal in Brave)

zbMATH Keywords

reservoir computinghierarchical ESNsreservoir of reservoirs

Mathematics Subject Classification ID

Modes of computation (nondeterministic, parallel, interactive, probabilistic, etc.) (68Q10) Quantum algorithms and complexity in the theory of computing (68Q12) Other nonclassical models of computation (68Q09) Biologically inspired models of computation (DNA computing, membrane computing, etc.) (68Q07)

Cites Work

• Computing with magnetic thin films: using film geometry to improve dynamics
• Non-instantaneous information transfer in physical reservoir computing
• Decoupled echo state networks with lateral inhibition
• Evolving Carbon Nanotube Reservoir Computers
• Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

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