Echo state network with logistic mapping and bias dropout for time series prediction
Heshan Wang, Yu-xi Liu, Peng Lu, Yong Luo, Dongshu Wang, Xiangyang Xu
Topics & Concepts
Dropout (neural networks)Echo state networkComputer scienceBenchmark (surveying)UnivariateSeries (stratigraphy)Recurrent neural networkReservoir computingTime seriesAlgorithmFeature (linguistics)State spaceMatrix (chemical analysis)State-space representationMultivariable calculusArtificial intelligencePattern recognition (psychology)Artificial neural networkMachine learningMathematicsStatisticsMultivariate statisticsEngineeringControl engineeringPhilosophyPaleontologyLinguisticsGeodesyBiologyMaterials scienceGeographyComposite materialNeural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingNeural Networks and Applications