141 citations · 174 across the 10 of their papers we have counts for
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cs.NE2019★ 3 cited
A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems
Yiwei Fu, Samer Saab, Asok Ray +1
This work proposes a novel neural network architecture, called the Dynamically Controlled Recurrent Neural Network (DCRNN), specifically designed to model dynamical systems that ar…
cs.NE2018★ 14 cited
State Space Representations of Deep Neural Networks
Michael Hauser, Sean Gunn, Samer Saab +1
This paper deals with neural networks as dynamical systems governed by differential or difference equations. It shows that the introduction of skip connections into network archite…