On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools.
Ryan VogtMaximilian Puelma TouzelEli ShlizermanGuillaume LajoiePublished in: Frontiers Appl. Math. Stat. (2022)
Keyphrases
- dynamical systems
- lyapunov exponents
- information propagation
- dynamic systems
- differential equations
- nonlinear dynamics
- recurrent neural networks
- phase space
- social networks
- nonlinear dynamical systems
- state space
- online social
- information flow
- control law
- image processing
- fuzzy neural network
- diffusion process
- community detection
- predictive state representations
- genetic algorithm