On the expressive power of message-passing neural networks as global feature map transformers.
Floris GeertsJasper SteegmansJan Van den BusschePublished in: CoRR (2022)
Keyphrases
- expressive power
- message passing
- feature maps
- neural network
- belief propagation
- self organizing maps
- query language
- first order logic
- distributed systems
- graphical models
- feature vectors
- markov random field
- kernel function
- artificial neural networks
- learning rules
- image processing
- data model
- computational complexity
- machine learning
- fuzzy neural network
- saliency map
- clustering algorithm
- high level
- database systems
- back propagation
- feature space
- visual features
- pairwise
- image retrieval
- fuzzy logic