Predicting Expressibility of Parameterized Quantum Circuits Using Graph Neural Network.
Shamminuj AktarAndreas BärtschiAbdel-Hameed A. BadawyDiane OyenStephan J. EidenbenzPublished in: QCE (2023)
Keyphrases
- neural network
- quantum computing
- logic circuits
- analog circuits
- graph representation
- back propagation
- random walk
- genetic algorithm
- artificial neural networks
- logic synthesis
- neural network model
- directed graph
- structured data
- weighted graph
- graph theoretic
- neural network is trained
- graph model
- graph mining
- graph theory
- fault diagnosis
- fuzzy logic
- pattern recognition
- multi layer
- low power
- circuit design
- learning vector quantization
- digital circuits
- feed forward
- high speed