An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks.
Qianxiao LiShuji HaoPublished in: CoRR (2018)
Keyphrases
- optimal control
- deep learning
- neural network
- global exponential stability
- control problems
- unsupervised feature learning
- unsupervised learning
- dynamic programming
- machine learning
- control strategy
- pattern recognition
- reinforcement learning
- mental models
- control law
- weakly supervised
- sufficient conditions
- hopfield neural network
- optimal control problems
- back propagation
- mathematical model
- neural nets
- object detection
- semi supervised
- high dimensional
- lyapunov function