Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics
Pantelis R. Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos
Topics & Concepts
Computer scienceReservoir computingBackpropagationRecurrent neural networkChaoticArtificial neural networkArtificial intelligenceAlgorithmLyapunov exponentLorenz systemMachine learningNeural Networks and Reservoir ComputingModel Reduction and Neural NetworksNeural Networks and Applications