32 citations · 87 across the 14 of their papers we have counts for
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cs.LG2019★ 10 cited
Neural Networks as Geometric Chaotic Maps
Ziwei Li, Sai Ravela
The use of artificial neural networks as models of chaotic dynamics has been rapidly expanding. Still, a theoretical understanding of how neural networks learn chaos is lacking. He…
cs.LG2019★ 4 cited
Neural Integration of Continuous Dynamics
Margaret Trautner, Sai Ravela
Neural dynamical systems are dynamical systems that are described at least in part by neural networks. The class of continuous-time neural dynamical systems must, however, be numer…