Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations.
Yiping LuAoxiao ZhongQuanzheng LiBin DongPublished in: ICLR (Workshop) (2018)
Keyphrases
- differential equations
- deep architectures
- neural network
- numerical methods
- feed forward artificial neural networks
- runge kutta
- neural nets
- unsupervised learning
- dynamical systems
- deep learning
- artificial neural networks
- numerical solution
- ordinary differential equations
- boundary value problem
- pattern recognition
- fuzzy logic
- deep belief networks
- feed forward
- back propagation
- multilayer perceptron
- neural network model
- partial differential equations
- restricted boltzmann machine
- maximum likelihood
- generative model
- dynamic programming
- reinforcement learning