Stochastic Training of Residual Networks: a Differential Equation Viewpoint.
Qi SunYunzhe TaoQiang DuPublished in: CoRR (2018)
Keyphrases
- differential equations
- viewpoint
- brownian motion
- feed forward artificial neural networks
- dynamical systems
- ordinary differential equations
- initial conditions
- numerical solution
- optimal control problems
- continuous functions
- numerical integration
- training algorithm
- nonlinear differential equations
- difference equations
- feature extraction
- boundary value problem
- training phase
- runge kutta