A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks.
Roy T. ForestanoMarçal Comajoan CaraGopal Ramesh DahaleZhongtian DongSergei GleyzerDaniel JusticeKyoungchul KongTom MagorschKonstantin T. MatchevKatia MatchevaEyup B. UnluPublished in: Axioms (2024)
Keyphrases
- neural network
- quantum computation
- pattern recognition
- genetic algorithm
- quantum mechanics
- graph representation
- weighted graph
- graph structure
- feed forward
- artificial neural networks
- back propagation
- graph theoretic
- fuzzy logic
- neural network model
- recurrent neural networks
- fault diagnosis
- graph model
- affine invariant
- multiscale
- graph construction
- knn
- graph partitioning
- graph databases
- rotation invariant
- directed acyclic graph
- random walk
- graph theory
- affine transformation
- directed graph
- self organizing maps