Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks.
Anh Mai NguyenJason YosinskiJeff ClunePublished in: CoRR (2016)
Keyphrases
- neural network
- feature set
- image features
- feature vectors
- binary features
- self organizing maps
- input features
- significant features
- discriminative features
- irrelevant features
- additional features
- feature maps
- invariant features
- feature values
- redundant features
- co occurrence
- neural model
- feature analysis
- feature space
- feature level
- activation function
- feature representation
- selecting features
- low level
- feature interactions
- pattern recognition
- individual features
- characteristic features
- feature detectors
- feature importance
- object features
- recurrent neural networks
- feature subset
- back propagation
- visual features
- fuzzy logic
- artificial neural networks
- genetic algorithm