Deep learning in multi-step predicti...
Sangiorgio, Matteo.

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  • Deep learning in multi-step prediction of chaotic dynamics = from deterministic models to real-world systems /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Deep learning in multi-step prediction of chaotic dynamics/ by Matteo Sangiorgio, Fabio Dercole, Giorgio Guariso.
    其他題名: from deterministic models to real-world systems /
    作者: Sangiorgio, Matteo.
    其他作者: Dercole, Fabio.
    出版者: Cham :Springer International Publishing : : 2021.,
    面頁冊數: 1 online resource (xii, 104 p.) :ill. (some col.), digital ;24 cm.
    內容註: Introduction to chaotic dynamics' forecasting,. Basic concepts of chaos theory and nonlinear time-series analysis -- Artificial and real-world chaotic oscillators -- Neural approaches for time series forecasting -- Neural predictors' accuracy -- Neural predictors' sensitivity and robustness -- Concluding remarks on chaotic dynamics' forecasting.
    Contained By: Springer Nature eBook
    標題: Chaotic behavior in systems - Mathematical models. -
    電子資源: https://doi.org/10.1007/978-3-030-94482-7
    ISBN: 9783030944827
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W9415117 電子資源 11.線上閱覽_V 電子書 EB Q172.5.C45 S36 2021 一般使用(Normal) 在架 0
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