A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction.
Thomas WiatowskiHelmut BölcskeiPublished in: IEEE Trans. Inf. Theory (2018)
Keyphrases
- mathematical theory
- convolutional neural networks
- feature extraction
- image processing
- convolutional network
- feature vectors
- feature selection
- general theory
- pattern recognition
- primal sketch
- wavelet transform
- computational model
- face recognition
- texture features
- uncertain information
- data structure
- rough sets
- mathematical models
- artificial intelligence