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High-efficiency chaotic time series prediction based on time convolution neural network

Wei Cheng, Yan Wang, Zheng Peng, Xiaodong Ren, Yubei Shuai, Shengyin Zang, Hao Liu, Hao Cheng, Jiagui Wu

2021Chaos Solitons & Fractals103 citationsDOI

Topics & Concepts

Computer scienceChaoticArtificial neural networkMean squared errorSeries (stratigraphy)Convolution (computer science)Artificial intelligenceConvolutional neural networkBlock (permutation group theory)Time seriesAlgorithmCorrelation coefficientPattern recognition (psychology)Machine learningMathematicsStatisticsPaleontologyBiologyGeometryNeural Networks and Reservoir ComputingNeural Networks and ApplicationsChaos control and synchronization