Graph neural network outputs are almost surely asymptotically constant.
Sam Adam-DayMichael BenediktIsmail Ilkan CeylanBen FinkelshteinPublished in: CoRR (2024)
Keyphrases
- neural network
- neural network model
- random walk
- graph model
- weighted graph
- artificial neural networks
- graph structure
- directed graph
- graph matching
- graph theoretic
- bp neural network
- neural network is trained
- associative memory
- structured data
- pattern recognition
- multilayer perceptron
- feed forward
- network model
- directed acyclic graph
- connected components
- fuzzy neural network
- graph partitioning
- graph construction
- dependency graph