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Robustness of LSTM neural networks for multi-step forecasting of chaotic time series

Matteo Sangiorgio, Fabio Dercole

2020Chaos Solitons & Fractals211 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceRobustness (evolution)ChaoticEmbeddingRecurrent neural networkBenchmark (surveying)Artificial intelligenceTime seriesAttractorArtificial neural networkSeries (stratigraphy)AlgorithmMachine learningMathematicsMathematical analysisBiologyPaleontologyBiochemistryChemistryGeneGeodesyGeographyNeural Networks and Reservoir ComputingNeural Networks and ApplicationsChaos control and synchronization
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