Better depth-width trade-offs for neural networks through the lens of dynamical systems.
Vaggos ChatziafratisSai Ganesh NagarajanIoannis PanageasPublished in: ICML (2020)
Keyphrases
- dynamical systems
- neural network
- trade off
- differential equations
- dynamic systems
- nonlinear dynamical systems
- artificial neural networks
- linear systems
- phase space
- state space
- qualitative simulation
- nonlinear dynamics
- depth map
- dynamical behavior
- partially observable
- scene depth
- control theory
- dynamical models
- camera lens
- agent environment
- predictive state representations
- control law
- cellular automata
- search algorithm
- defocus blur
- linear quadratic