Multisymplectic Formulation of Deep Learning Using Mean-Field Type Control and Nonlinear Stability of Training Algorithm.
Nader GanabaPublished in: CoRR (2022)
Keyphrases
- training algorithm
- deep learning
- back propagation
- neural network
- unsupervised learning
- support vector machine
- rbf neural network
- training process
- machine learning
- learning rate
- weakly supervised
- control system
- hidden layer
- markov random field
- higher order
- mental models
- learning algorithm
- genetic algorithm
- em algorithm
- learning strategies
- fuzzy logic
- pattern recognition
- image segmentation
- data mining