Classification of chaotic time series with deep learning

Nicolas Boullé, Vassilios Dallas, Yuji Nakatsukasa +1

We use standard deep neural networks to classify univariate time series generated by discrete and continuous dynamical systems based on their chaotic or non-chaotic behaviour. Our…