A recurrent neural network for modelling dynamical systems

DOI10.1088/0954-898X/9/4/008zbMath0911.68167OpenAlexW4245423246MaRDI QIDQ4221133

Coryn A. L. Bailer-Jones, Philip J. Withers, David J. C. MacKay

Publication date: 3 January 1999

Full work available at URL: https://doi.org/10.1088/0954-898x/9/4/008

zbMATH Keywords

dynamical systemsrecurrent network architecture

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Proper choice of hyperparameters in reservoir computing of chaotic maps, LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics, Geometric learning for computational mechanics. II: Graph embedding for interpretable multiscale plasticity, Inferring the dynamics of oscillatory systems using recurrent neural networks, On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrast to VAR and DMD