Dimensionality compression and expansion in Deep Neural Networks.
Stefano RecanatesiMatthew FarrellMadhu AdvaniTimothy MooreGuillaume LajoieEric Shea-BrownPublished in: CoRR (2019)
Keyphrases
- neural network
- compression algorithm
- image compression
- high dimensional
- dimensionality reduction
- compression ratio
- pattern recognition
- intrinsic dimensionality
- compression scheme
- back propagation
- fuzzy logic
- self organizing maps
- data compression
- neural nets
- neural network model
- multilayer perceptron
- data sets
- artificial neural networks
- feature space
- genetic algorithm
- learning algorithm
- lossy compression
- activation function
- fuzzy systems
- multi layer
- video sequences
- fault diagnosis
- multiresolution
- rough sets