The Logical Expressiveness of Graph Neural Networks.
Pablo BarcelóEgor V. KostylevMikaël MonetJorge PérezJuan L. ReutterJuan Pablo SilvaPublished in: ICLR (2020)
Keyphrases
- neural network
- directed graph
- random walk
- graph representation
- artificial neural networks
- pattern recognition
- graph structure
- graph model
- expressive power
- graph theory
- genetic algorithm
- dependency graph
- graph mining
- feed forward
- structured data
- recurrent neural networks
- multilayer perceptron
- fuzzy systems
- neural network model
- back propagation
- graph structures
- fuzzy logic
- associative memory
- link analysis
- graph databases
- undirected graph
- computational properties
- graph search