A Dynamical System Perspective for Lipschitz Neural Networks.
Laurent MeunierBlaise DelattreAlexandre AraujoAlexandre AllauzenPublished in: ICML (2022)
Keyphrases
- dynamical systems
- neural network
- dynamic systems
- differential equations
- linear systems
- nonlinear dynamical systems
- phase space
- dynamical behavior
- state space
- artificial neural networks
- genetic algorithm
- nonlinear dynamics
- back propagation
- fuzzy logic
- connectionist networks
- feed forward
- hidden markov models
- agent environment
- multilayer perceptron
- fuzzy systems
- discrete event
- spatio temporal
- dynamical models
- search algorithm
- predictive state representations
- reinforcement learning
- lyapunov exponents