On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools.
Ryan VogtMaximilian Puelma TouzelEli ShlizermanGuillaume LajoiePublished in: CoRR (2020)
Keyphrases
- dynamical systems
- lyapunov exponents
- information propagation
- differential equations
- nonlinear dynamics
- dynamic systems
- recurrent neural networks
- influence maximization
- phase space
- social networks
- state space
- greedy algorithm
- predictive state representations
- genetic algorithm
- control law
- image segmentation
- fuzzy neural network
- social behavior
- image processing