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: CoRR (2023)
Keyphrases
- neural network
- quantum computation
- graph representation
- pattern recognition
- quantum mechanics
- weighted graph
- structured data
- fuzzy systems
- graph structure
- affine transformation
- neural nets
- genetic algorithm
- graph model
- graph theory
- recurrent neural networks
- feed forward
- self organizing maps
- artificial neural networks
- associative memory
- graph matching
- directed graph
- affine invariant
- directed acyclic graph
- graph mining
- back propagation
- invariant features
- random walk
- graph data
- fuzzy logic