Department of Mathematics & Informatics and Cluster of Excellence STRUCTURES, Heidelberg University, Heidelberg, Germany; Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany; Interdisciplinary Center for Scientific Computing, Heidelberg University; Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany; Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany
Jonas Mikhaeil, Zahra Monfared, Daniel Durstewitz
Recurrent neural networks;Dynamical systems;Attractors;Time series analysis;Chaos;Exploding and vanishing gradient problem;Teacher forcing
On the difficulty of learning chaotic dynamics with RNNs