Gated recurrent units viewed through the lens of continuous time dynamical systems.

Ian D. Jordan Piotr Aleksander Sokól Il Memming Park

Published in: CoRR (2019)

Keyphrases

dynamical systems
differential equations
dynamic systems
phase space
control theory
state space
qualitative simulation
linear systems
dynamical models
nonlinear dynamical systems
agent environment
dynamical behavior
neural network
discrete dynamical systems
partially observable
predictive state representations