Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems.
Vaggos ChatziafratisSai Ganesh NagarajanIoannis PanageasPublished in: CoRR (2020)
Keyphrases
- dynamical systems
- neural network
- trade off
- differential equations
- dynamic systems
- nonlinear dynamical systems
- nonlinear dynamics
- linear systems
- scene depth
- artificial neural networks
- qualitative simulation
- depth map
- agent environment
- dynamical behavior
- phase space
- control theory
- predictive state representations
- control law
- state space
- partially observable
- spatio temporal
- defocus blur
- multi agent