Bounding and Counting Linear Regions of Deep Neural Networks.
Thiago SerraChristian TjandraatmadjaSrikumar RamalingamPublished in: ICML (2018)
Keyphrases
- neural network
- upper bound
- image regions
- artificial neural networks
- pattern recognition
- highly non linear
- piecewise constant
- genetic algorithm
- nonlinear functions
- back propagation
- fuzzy systems
- image processing
- linear systems
- input image
- linear model
- neural network model
- closed form
- data sets
- machine learning
- salient features
- multi layer
- neural nets
- image segmentation
- self organizing maps
- fuzzy logic
- image features
- computer vision
- lower bound