High-efficiency chaotic time series prediction based on time convolution neural network
Author:
Publisher
Elsevier BV
Subject
General Mathematics,General Physics and Astronomy,Statistical and Nonlinear Physics,Applied Mathematics
Reference46 articles.
1. Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication;Jaeger;Science,2004
2. Quantifying the dynamical complexity of chaotic time series;Politi;Phys Rev Lett,2017
3. Model-free prediction of large spatiotemporally chaotic systems from data: a reservoir computing approach;Pathak;Phys Rev Lett,2018
4. Multivariate chaotic time series online prediction based on improved kernel recursive least squares algorithm;Han;IEEE T Cybern,2018
5. Learning chaotic dynamics by neural networks;Navone;Chaos Solitons Fractals,1995
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