Depth-Width Trade-offs for Neural Networks via Topological Entropy.
Kaifeng BuYaobo ZhangQingxian LuoPublished in: CoRR (2020)
Keyphrases
- neural network
- trade off
- pattern recognition
- artificial neural networks
- information theory
- neural network model
- depth information
- topological properties
- back propagation
- mutual information
- recurrent neural networks
- information theoretic
- depth map
- multi layer
- fuzzy systems
- connected components
- training process
- fuzzy entropy
- fault diagnosis
- fuzzy logic
- genetic algorithm
- feed forward
- radial basis function
- evolutionary algorithm
- bayesian networks
- multi layer perceptron
- activation function
- competitive learning
- learning algorithm