The role of structure and complexity on reservoir computing quality

DOI10.1007/978-3-030-19311-9_6OpenAlexW2945334950MaRDI QIDQ2326802

Jack Dewhirst, Matthew Dale, Simon O'Keefe, Susan Stepney, Martin A. Trefzer, Angelika Sebald

Publication date: 10 October 2019

Full work available at URL: https://eprints.whiterose.ac.uk/147383/1/ucnc2019_rc.pdf

zbMATH Keywords

complexitystructureunconventional computingreservoir computingecho state networks

Mathematics Subject Classification ID

Modes of computation (nondeterministic, parallel, interactive, probabilistic, etc.) (68Q10)

Related Items (4)

Computing with magnetic thin films: using film geometry to improve dynamics ⋮ Echo state network activation function based on bistable stochastic resonance ⋮ Reservoir computing quality: connectivity and topology ⋮ Reservoir computing with nanowire exchange-coupled spin torque oscillator arrays

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